{"$update": {"5259": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4446": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4447": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5745": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5316": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4026": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4027": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4024": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4025": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4022": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4023": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4020": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4021": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "854": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4028": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4029": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5080": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "344": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "345": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "346": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "347": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "340": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "341": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "342": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "343": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3997": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3996": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3995": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3994": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "348": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "349": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "275", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3991": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3990": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4686": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4687": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5747": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "966": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "967": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5373": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1653": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4934": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4683": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4732": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4733": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4730": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4731": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4736": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4737": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4734": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4735": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2317": {"$update": {"model_description": "Protein Knockout Models (PKM) reflect resistance by the absence of a gene product, most often deletion of a gene involved in antibiotic import, such as Vibrio cholerae OmpT. Like Protein Homolog Models (PHMs), PKMs include a reference sequence and a bitscore cut-off for detection using BLASTP but instead are designed to only report lack of detection under Perfect or Strict criteria. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "ARO_category": {"$delete": ["36001", "36002", "36590", "41433", "35919", "36192", "36298", "35997", "35925"]}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2314": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2315": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3572": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2310": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4831": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "298": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "50", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "299": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "296": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "297": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "294": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "295": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "292": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "293": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "290": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "291": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3773": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3772": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3771": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3770": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3777": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3776": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3775": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3774": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4835": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3779": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3778": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4834": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "270": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "271": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "272": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "273": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "274": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "275": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "276": {"$update": {"model_description": "Protein Overexpression Models (POM) are similar to Protein Variant Models (PVM) in that they include a protein reference sequence, a curated BLASTP bitscore cut-off, and mapped resistance variants. Whereas PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, reporting only those with curated mutations conferring AMR, POMs are restricted to regulatory proteins and report both wild-type sequences and/or sequences with mutations leading to overexpression of efflux complexes. The former lead to efflux of antibiotics at basal levels, while the latter can confer clinical resistance. POMs include a protein reference sequence (often from wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Perfect RGI match is 100% identical to the wild-type reference protein sequence along its entire length, a Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value may or may not contain at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off may or may not contain at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "277": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "278": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "279": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4836": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4659": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4658": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2814": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4784": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1023": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1780": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2146": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "941": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2268": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4431": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2262": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2263": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2260": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2261": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35964": {"category_aro_name": "lincomycin", "category_aro_cvterm_id": "35964", "category_aro_accession": "0000046", "category_aro_class_name": "Antibiotic", "category_aro_description": "Lincomycin is a lincosamide antibiotic that comes from the actinomyces Streptomyces lincolnensis. It binds to the 23s portion of the 50S subunit of bacterial ribosomes and inhibit early elongation of peptide chain by inhibiting transpeptidase reaction."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2267": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "41343": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a nucleotide sequence format, encoded as [-]nt[position]:[nucleotides], for example -nt25:T."}}, "40394": {"$update": {"param_description": "A nucleotide substitution resulting in a change from an amino acid codon to a STOP codon, encoded as [wild type amino acid][position][STOP], for example Q42STOP."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "41342": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a peptide sequence format, encoded as [-][AAs][position range], for example -K527 or -QN517-518."}}}}}}, "2264": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2265": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1781": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2445": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35983": {"category_aro_name": "clindamycin", "category_aro_cvterm_id": "35983", "category_aro_accession": "0000066", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clindamycin is a lincosamide antibiotic that blocks A-site aminoacyl-tRNA binding. It is usually used to treat infections with anaerobic bacteria but can also be used to treat some protozoal diseases, such as malaria."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "108": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "109": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "102": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "103": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "100": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$update": {"40067": {"$update": {"category_aro_class_name": "Antibiotic", "category_aro_description": "Ethionamide is a second-line antitubercular agent that inhibits mycolic acid synthesis."}}}, "$insert": {"45738": {"category_aro_name": "thioamide antibiotic", "category_aro_cvterm_id": "45738", "category_aro_accession": "3007156", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics possessing the thioamide functional group."}}}, "model_param": {"$update": {"41345": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter used when a set of insertion mutations are reported in a nucleotide sequence format, encoded as [+]nt[position]:[nucleotides], for example +nt391:GG. Such mutations may be of variable length, possibly causing a frameshift but not causing premature termination or a functional knockout."}}, "41339": {"$update": {"param_description": "A SNP in the promoter region of a gene which alters transcription of that gene, encoded as nt[wild-type][-][position][mutation], for example ntT-11C. This is a pilot parameter in need of further documentation."}}, "41343": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a nucleotide sequence format, encoded as [-]nt[position]:[nucleotides], for example -nt25:T."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "101": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "106": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "107": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "104": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "105": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2046": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2047": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2044": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2045": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2042": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2043": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2040": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2041": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4819": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4818": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5257": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2048": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2049": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4219": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2811": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3597": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4279": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4843": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2032": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3519": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3518": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5298": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3513": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3512": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3511": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3510": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3517": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3516": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3515": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3514": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5783": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2688": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2689": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2685": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2686": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "2680": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "2681": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2682": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "2683": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "5407": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3999": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1249": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5406": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3998": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1434": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "99": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "98": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1435": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "91": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "90": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "93": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "92": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "95": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "94": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "97": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "125", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "96": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1623": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1990": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1993": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1620": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1627": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1626": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37013": {"category_aro_name": "virginiamycin M1", "category_aro_cvterm_id": "37013", "category_aro_accession": "3000669", "category_aro_class_name": "Antibiotic", "category_aro_description": "Virginiamycin M1 is a streptogramin A antibiotic."}, "37015": {"category_aro_name": "tiamulin", "category_aro_cvterm_id": "37015", "category_aro_accession": "3000671", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tiamulin is a pleuromutilin derivative currently used in veterinary medicine. It binds to the 23 rRNA of the 50S ribosomal subunit to inhibit protein translation."}, "35983": {"category_aro_name": "clindamycin", "category_aro_cvterm_id": "35983", "category_aro_accession": "0000066", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clindamycin is a lincosamide antibiotic that blocks A-site aminoacyl-tRNA binding. It is usually used to treat infections with anaerobic bacteria but can also be used to treat some protozoal diseases, such as malaria."}, "35936": {"category_aro_name": "lincosamide antibiotic", "category_aro_cvterm_id": "35936", "category_aro_accession": "0000017", "category_aro_class_name": "Drug Class", "category_aro_description": "Lincosamides (e.g. lincomycin, clindamycin) are a class of drugs which bind to the 23s portion of the 50S subunit of bacterial ribosomes. This interaction inhibits early elongation of peptide chains by inhibiting the transpeptidase reaction, acting similarly to macrolides."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1625": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1624": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1999": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1998": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1629": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1628": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3992": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3398": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3535": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4376": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3534": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2860": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2861": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2862": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2863": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2864": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2865": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2866": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2867": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2868": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2869": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "557": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "556": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "50", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "551": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "550": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "553": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "552": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5054": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2744": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "5409": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5055": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1502": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5408": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5678": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4848": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1199": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1198": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3348": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3349": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1191": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1190": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1193": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37627": {"category_aro_name": "carbomycin", "category_aro_cvterm_id": "37627", "category_aro_accession": "3001228", "category_aro_class_name": "Antibiotic", "category_aro_description": "Produced by Streptomyces halstedii and Streptomyces thermotolerans."}, "37022": {"category_aro_name": "pristinamycin IC", "category_aro_cvterm_id": "37022", "category_aro_accession": "3000678", "category_aro_class_name": "Antibiotic", "category_aro_description": "Pristinamycin IC is a class B streptogramin derived from virginiamycin S1."}, "37247": {"category_aro_name": "oleandomycin", "category_aro_cvterm_id": "37247", "category_aro_accession": "3000867", "category_aro_class_name": "Antibiotic", "category_aro_description": "Oleandomycin is a 14-membered macrolide produced by Streptomyces antibioticus. It is ssimilar to erythromycin, and contains a desosamine amino sugar and an oleandrose sugar. It targets the 50S ribosomal subunit to prevent protein synthesis."}, "35967": {"category_aro_name": "streptogramin B antibiotic", "category_aro_cvterm_id": "35967", "category_aro_accession": "0000050", "category_aro_class_name": "Drug Class", "category_aro_description": "Streptogramin B antibiotics are are cyclic hepta- or hexa-depsipeptides.  Type B streptogramins block the peptide exit tunnel of the 50S bacterial ribosome. The general composition of group B streptogramins is 3-hydroxypicolinic acid-L-Thr-D-aminobutyric acid (or D-Ala)-L-Pro-L-Phe (or 4-N-,N-(dimethylamino)-L-Phe)-X-L-phenylglycine. Used alone, streptogramin B antibiotics are bacteriostatic, but is bactericidal when used with streptogramin A antibiotics."}, "35964": {"category_aro_name": "lincomycin", "category_aro_cvterm_id": "35964", "category_aro_accession": "0000046", "category_aro_class_name": "Antibiotic", "category_aro_description": "Lincomycin is a lincosamide antibiotic that comes from the actinomyces Streptomyces lincolnensis. It binds to the 23s portion of the 50S subunit of bacterial ribosomes and inhibit early elongation of peptide chain by inhibiting transpeptidase reaction."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1192": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1195": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1194": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1197": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1196": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1759": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "350", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1758": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1757": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1756": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1755": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1754": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "350", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1753": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1752": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1751": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1750": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1177": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1176": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$delete": ["36659"], "$insert": {"45734": {"category_aro_name": "isoniazid-like antibiotic", "category_aro_cvterm_id": "45734", "category_aro_accession": "3007152", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics containing isoniazid and its derivatives."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "41345": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter used when a set of insertion mutations are reported in a nucleotide sequence format, encoded as [+]nt[position]:[nucleotides], for example +nt391:GG. Such mutations may be of variable length, possibly causing a frameshift but not causing premature termination or a functional knockout."}}, "41343": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a nucleotide sequence format, encoded as [-]nt[position]:[nucleotides], for example -nt25:T."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}, "40394": {"$update": {"param_description": "A nucleotide substitution resulting in a change from an amino acid codon to a STOP codon, encoded as [wild type amino acid][position][STOP], for example Q42STOP."}}}}}}, "1175": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"41344": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter is used when a set of insertion mutations are reported in a peptide sequence format, encoded as [+][AAs][position range], for example +D345 or +MPL110-112."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1174": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1173": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1172": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1171": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1170": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4251": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4250": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4253": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4252": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4255": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4254": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1179": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1178": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5533": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5532": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5531": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5530": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5537": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5536": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5535": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5534": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5539": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5538": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1005": {"$update": {"model_description": "Protein Overexpression Models (POM) are similar to Protein Variant Models (PVM) in that they include a protein reference sequence, a curated BLASTP bitscore cut-off, and mapped resistance variants. Whereas PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, reporting only those with curated mutations conferring AMR, POMs are restricted to regulatory proteins and report both wild-type sequences and/or sequences with mutations leading to overexpression of efflux complexes. The former lead to efflux of antibiotics at basal levels, while the latter can confer clinical resistance. POMs include a protein reference sequence (often from wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Perfect RGI match is 100% identical to the wild-type reference protein sequence along its entire length, a Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value may or may not contain at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off may or may not contain at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "40494": {"$update": {"param_description": "A frameshift mutation, caused by a nucleotide insertion or deletion that does not equal 3 bases, encoded as [wild-type][position]fs, for example S531fs. Termination can also be denoted as: Ter[position]fs."}}, "41343": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a nucleotide sequence format, encoded as [-]nt[position]:[nucleotides], for example -nt25:T."}}, "41342": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a peptide sequence format, encoded as [-][AAs][position range], for example -K527 or -QN517-518."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}}}}}, "1285": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1284": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1287": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "512": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1281": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1280": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1283": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1282": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2819": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"35989": {"category_aro_name": "linezolid", "category_aro_cvterm_id": "35989", "category_aro_accession": "0000072", "category_aro_class_name": "Antibiotic", "category_aro_description": "Linezolid is a synthetic antibiotic used for the treatment of serious infections caused by Gram-positive bacteria that are resistant to several other antibiotics. It inhibits protein synthesis by binding to domain V of the 23S rRNA of the 50S subunit of bacterial ribosomes."}}}, "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "515": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1050": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3565": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1289": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1288": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "514": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3430": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1579": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1578": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "689": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "688": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3431": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "685": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "684": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "687": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "686": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "681": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "680": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "683": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "682": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4189": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3433": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2818": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"36295": {"category_aro_name": "spiramycin", "category_aro_cvterm_id": "36295", "category_aro_accession": "3000156", "category_aro_class_name": "Antibiotic", "category_aro_description": "Spiramycin is a 16-membered macrolide and is natural product produced by Streptomyces ambofaciens. It binds to the 50S subunit of bacterial ribosomes and inhibits peptidyl transfer activity to disrupt protein synthesis."}}}, "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1226": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3434": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1240": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35982": {"category_aro_name": "clarithromycin", "category_aro_cvterm_id": "35982", "category_aro_accession": "0000065", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clarithromycin is a methyl derivative of erythromycin, sharing the 14-carbon macrolide ring. The antibiotic binds to the 50S subunit of the ribosome and is used to treat pharyngitis, tonsillitis, acute maxillary sinusitis, acute bacterial exacerbation of chronic bronchitis, pneumonia (especially atypical pneumonias associated with Chlamydia pneumoniae or TWAR), and skin structure infections."}, "36297": {"category_aro_name": "azithromycin", "category_aro_cvterm_id": "36297", "category_aro_accession": "3000158", "category_aro_class_name": "Antibiotic", "category_aro_description": "Azithromycin is a 15-membered macrolide and falls under the subclass of azalide. Like other macrolides, azithromycin binds bacterial ribosomes to inhibit protein synthesis. The nitrogen substitution at the C-9a position prevents its degradation."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "621": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "873": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1224": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37631": {"category_aro_name": "methymycin", "category_aro_cvterm_id": "37631", "category_aro_accession": "3001232", "category_aro_class_name": "Antibiotic", "category_aro_description": "Produced by Streptomyces venezuelae ATCC 15439."}, "37625": {"category_aro_name": "narbomycin", "category_aro_cvterm_id": "37625", "category_aro_accession": "3001226", "category_aro_class_name": "Antibiotic", "category_aro_description": "Produced by Streptomyces narbonensis."}, "37632": {"category_aro_name": "pikromycin", "category_aro_cvterm_id": "37632", "category_aro_accession": "3001233", "category_aro_class_name": "Antibiotic", "category_aro_description": "Produced by Streptomyces venezuelae ATCC 15439."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3436": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "627": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"40494": {"$update": {"param_description": "A frameshift mutation, caused by a nucleotide insertion or deletion that does not equal 3 bases, encoded as [wild-type][position]fs, for example S531fs. Termination can also be denoted as: Ter[position]fs."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3437": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1888": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "626": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "200", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4592": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4389": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4388": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1221": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5629": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5628": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4383": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4382": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4381": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "624": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4387": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5622": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4385": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4384": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "407": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "406": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1373": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1372": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1375": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "402": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1377": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "400": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1379": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1378": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4183": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "409": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "408": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3834": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$delete": ["40958"], "$insert": {"45738": {"category_aro_name": "thioamide antibiotic", "category_aro_cvterm_id": "45738", "category_aro_accession": "3007156", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics possessing the thioamide functional group."}}}, "model_param": {"$update": {"41343": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a nucleotide sequence format, encoded as [-]nt[position]:[nucleotides], for example -nt25:T."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}}}}}, "4498": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3836": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$delete": ["36659"], "$insert": {"45734": {"category_aro_name": "isoniazid-like antibiotic", "category_aro_cvterm_id": "45734", "category_aro_accession": "3007152", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics containing isoniazid and its derivatives."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "41345": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter used when a set of insertion mutations are reported in a nucleotide sequence format, encoded as [+]nt[position]:[nucleotides], for example +nt391:GG. Such mutations may be of variable length, possibly causing a frameshift but not causing premature termination or a functional knockout."}}, "41343": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a nucleotide sequence format, encoded as [-]nt[position]:[nucleotides], for example -nt25:T."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}, "40394": {"$update": {"param_description": "A nucleotide substitution resulting in a change from an amino acid codon to a STOP codon, encoded as [wild type amino acid][position][STOP], for example Q42STOP."}}}}}}, "4182": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3830": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3831": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3832": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$delete": ["35944"], "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "454": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2030": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3838": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$delete": ["40958"], "$insert": {"45738": {"category_aro_name": "thioamide antibiotic", "category_aro_cvterm_id": "45738", "category_aro_accession": "3007156", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics possessing the thioamide functional group."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3839": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "455": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "275", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4031": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2749": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4033": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4032": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4035": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4187": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4037": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2748": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "4039": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4038": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4186": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4846": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4847": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "379": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "378": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3620": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5427": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4842": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "371": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "373": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "372": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "375": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "374": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "377": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "376": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35964": {"category_aro_name": "lincomycin", "category_aro_cvterm_id": "35964", "category_aro_accession": "0000046", "category_aro_class_name": "Antibiotic", "category_aro_description": "Lincomycin is a lincosamide antibiotic that comes from the actinomyces Streptomyces lincolnensis. It binds to the 23s portion of the 50S subunit of bacterial ribosomes and inhibit early elongation of peptide chain by inhibiting transpeptidase reaction."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4739": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5665": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1987": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5664": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "393": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "392": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "391": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"36727": {"$update": {"category_aro_description": "Serine beta-lactamase inhibitor targeting class A, class C, and some class D enzymes."}}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "390": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "397": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "396": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "395": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "394": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "399": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "398": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5669": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1560": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2308": {"$update": {"model_description": "Protein Knockout Models (PKM) reflect resistance by the absence of a gene product, most often deletion of a gene involved in antibiotic import, such as Vibrio cholerae OmpT. Like Protein Homolog Models (PHMs), PKMs include a reference sequence and a bitscore cut-off for detection using BLASTP but instead are designed to only report lack of detection under Perfect or Strict criteria. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5668": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4729": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4728": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2301": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2300": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2303": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"35972": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45732": {"category_aro_name": "bicyclomycin-like antibiotic", "category_aro_cvterm_id": "45732", "category_aro_accession": "3007150", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics including bicyclomycin and its analogues."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4726": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2305": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4720": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2307": {"$update": {"model_description": "Protein Knockout Models (PKM) reflect resistance by the absence of a gene product, most often deletion of a gene involved in antibiotic import, such as Vibrio cholerae OmpT. Like Protein Homolog Models (PHMs), PKMs include a reference sequence and a bitscore cut-off for detection using BLASTP but instead are designed to only report lack of detection under Perfect or Strict criteria. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "ARO_category": {"$insert": {"36309": {"category_aro_name": "imipenem", "category_aro_cvterm_id": "36309", "category_aro_accession": "3000170", "category_aro_class_name": "Antibiotic", "category_aro_description": "Imipenem is a broad-spectrum antibiotic and is usually taken with cilastatin, which prevents hydrolysis of imipenem by renal dehydropeptidase-I. It is resistant to hydrolysis by most other beta-lactamases. Notable exceptions are the KPC beta-lactamases and Ambler Class B enzymes."}, "35990": {"category_aro_name": "meropenem", "category_aro_cvterm_id": "35990", "category_aro_accession": "0000073", "category_aro_class_name": "Antibiotic", "category_aro_description": "Meropenem is an ultra-broad spectrum injectable antibiotic used to treat a wide variety of infections, including meningitis and pneumonia. It is a beta-lactam and belongs to the subgroup of carbapenem, similar to imipenem and ertapenem."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4722": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4696": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "453": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2746": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "1500": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "471": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3745": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "245": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "244": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "247": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "246": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "241": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "240": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "243": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "242": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4628": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4629": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "249": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36593": {"category_aro_name": "polymyxin B", "category_aro_cvterm_id": "36593", "category_aro_accession": "3000454", "category_aro_class_name": "Antibiotic", "category_aro_description": "Polymyxin B is mixture of mostly polymyxins B1 and B2, mainly used for resistant gram-negative infections. They are polypeptides with cationic detergent action on cell membranes."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "248": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2274": {"$update": {"ARO_description": "RlmA(II) is a methyltransferase found in Streptococcus pneumoniae and confers resistance to tylosin and mycinamicin. Specifically, this enzyme adds a methyl group to guanosine 748 (E. coli numbering) of 23S ribosomal RNA.", "model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37623": {"category_aro_name": "mycinamicin", "category_aro_cvterm_id": "37623", "category_aro_accession": "3001224", "category_aro_class_name": "Antibiotic", "category_aro_description": "Produced by Micromonospora\u00a0griseorubida."}, "36284": {"category_aro_name": "tylosin", "category_aro_cvterm_id": "36284", "category_aro_accession": "3000145", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tylosin is a 16-membered macrolide, naturally produced by Streptomyces fradiae. It interacts with the bacterial ribosome 50S subunit to inhibit protein synthesis."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2277": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2276": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$delete": ["36693"], "$insert": {"45733": {"category_aro_name": "mupirocin-like antibiotic", "category_aro_cvterm_id": "45733", "category_aro_accession": "3007151", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics including mupirocin and similar mixtures (such as those including pseudomonic acid A)."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2271": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"36693": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45733": {"category_aro_name": "mupirocin-like antibiotic", "category_aro_cvterm_id": "45733", "category_aro_accession": "3007151", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics including mupirocin and similar mixtures (such as those including pseudomonic acid A)."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2270": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"36693": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45733": {"category_aro_name": "mupirocin-like antibiotic", "category_aro_cvterm_id": "45733", "category_aro_accession": "3007151", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics including mupirocin and similar mixtures (such as those including pseudomonic acid A)."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2272": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"41344": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter is used when a set of insertion mutations are reported in a peptide sequence format, encoded as [+][AAs][position range], for example +D345 or +MPL110-112."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "41342": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a peptide sequence format, encoded as [-][AAs][position range], for example -K527 or -QN517-518."}}}}}}, "2404": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2279": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2278": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"36693": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45733": {"category_aro_name": "mupirocin-like antibiotic", "category_aro_cvterm_id": "45733", "category_aro_accession": "3007151", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics including mupirocin and similar mixtures (such as those including pseudomonic acid A)."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4981": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5206": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1734": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "971": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2155": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "179": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "178": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "200", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "177": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "176": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "175": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "174": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "173": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "172": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "171": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "170": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2051": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2050": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2053": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2052": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2055": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2054": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2057": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4829": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4534": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2058": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4536": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4537": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4530": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4823": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4532": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4821": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1501": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "853": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1506": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1507": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1504": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "651": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "942": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3526": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3527": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3524": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3525": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3522": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3523": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3520": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3521": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3528": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3529": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4655": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4793": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4654": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4657": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1977": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4656": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2796": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2697": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4651": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2695": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "2694": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "2693": {"$update": {"model_description": "Protein Overexpression Models (POM) are similar to Protein Variant Models (PVM) in that they include a protein reference sequence, a curated BLASTP bitscore cut-off, and mapped resistance variants. Whereas PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, reporting only those with curated mutations conferring AMR, POMs are restricted to regulatory proteins and report both wild-type sequences and/or sequences with mutations leading to overexpression of efflux complexes. The former lead to efflux of antibiotics at basal levels, while the latter can confer clinical resistance. POMs include a protein reference sequence (often from wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Perfect RGI match is 100% identical to the wild-type reference protein sequence along its entire length, a Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value may or may not contain at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off may or may not contain at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1975": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2691": {"$update": {"model_description": "Protein Overexpression Models (POM) are similar to Protein Variant Models (PVM) in that they include a protein reference sequence, a curated BLASTP bitscore cut-off, and mapped resistance variants. Whereas PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, reporting only those with curated mutations conferring AMR, POMs are restricted to regulatory proteins and report both wild-type sequences and/or sequences with mutations leading to overexpression of efflux complexes. The former lead to efflux of antibiotics at basal levels, while the latter can confer clinical resistance. POMs include a protein reference sequence (often from wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Perfect RGI match is 100% identical to the wild-type reference protein sequence along its entire length, a Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value may or may not contain at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off may or may not contain at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4650": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2405": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4653": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4229": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1973": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4800": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4652": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1661": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1972": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1971": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1748": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1970": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1968": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1969": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1618": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1619": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1616": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1617": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "275", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1614": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1615": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1612": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1613": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1610": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1611": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4845": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1966": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1749": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2873": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2872": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2871": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2870": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2877": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2876": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2875": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36468": {"category_aro_name": "sulfamethoxazole", "category_aro_cvterm_id": "36468", "category_aro_accession": "3000329", "category_aro_class_name": "Antibiotic", "category_aro_description": "Sulfamethoxazole is a sulfonamide antibiotic usually taken with trimethoprim, a diaminopyrimidine antibiotic. Sulfamethoxazole inhibits dihydropteroate synthase, essential to tetrahydrofolic acid biosynthesis. This pathway generates compounds used in the synthesis of many amino acids and nucleotides."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2874": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2878": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36593": {"category_aro_name": "polymyxin B", "category_aro_cvterm_id": "36593", "category_aro_accession": "3000454", "category_aro_class_name": "Antibiotic", "category_aro_description": "Polymyxin B is mixture of mostly polymyxins B1 and B2, mainly used for resistant gram-negative infections. They are polypeptides with cationic detergent action on cell membranes."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3217": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35974": {"category_aro_name": "telithromycin", "category_aro_cvterm_id": "35974", "category_aro_accession": "0000057", "category_aro_class_name": "Antibiotic", "category_aro_description": "Telithromycin is a semi-synthetic derivative of erythromycin. It is a 14-membered macrolide and is the first ketolide antibiotic to be used in clinics. Telithromycin binds the 50S subunit of the bacterial ribosome to inhibit protein synthesis."}, "36297": {"category_aro_name": "azithromycin", "category_aro_cvterm_id": "36297", "category_aro_accession": "3000158", "category_aro_class_name": "Antibiotic", "category_aro_description": "Azithromycin is a 15-membered macrolide and falls under the subclass of azalide. Like other macrolides, azithromycin binds bacterial ribosomes to inhibit protein synthesis. The nitrogen substitution at the C-9a position prevents its degradation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3355": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3357": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3356": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3351": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35964": {"category_aro_name": "lincomycin", "category_aro_cvterm_id": "35964", "category_aro_accession": "0000046", "category_aro_class_name": "Antibiotic", "category_aro_description": "Lincomycin is a lincosamide antibiotic that comes from the actinomyces Streptomyces lincolnensis. It binds to the 23s portion of the 50S subunit of bacterial ribosomes and inhibit early elongation of peptide chain by inhibiting transpeptidase reaction."}, "36284": {"category_aro_name": "tylosin", "category_aro_cvterm_id": "36284", "category_aro_accession": "3000145", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tylosin is a 16-membered macrolide, naturally produced by Streptomyces fradiae. It interacts with the bacterial ribosome 50S subunit to inhibit protein synthesis."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3353": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3359": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3358": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5492": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5449": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5448": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5443": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5442": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5441": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5440": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5447": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5446": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5445": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5444": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1768": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1769": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1762": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1763": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1760": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1761": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1766": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1767": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1764": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1765": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1142": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1143": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1140": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1141": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1146": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1147": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1144": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1145": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1148": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1149": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5508": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5509": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5506": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5507": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5504": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5505": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5502": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5503": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5500": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5501": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "692": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "693": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1544": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1545": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}}}}}, "696": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "697": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35983": {"category_aro_name": "clindamycin", "category_aro_cvterm_id": "35983", "category_aro_accession": "0000066", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clindamycin is a lincosamide antibiotic that blocks A-site aminoacyl-tRNA binding. It is usually used to treat infections with anaerobic bacteria but can also be used to treat some protozoal diseases, such as malaria."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "694": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "695": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5510": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "698": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "699": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1548": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1549": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "542": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "543": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "540": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "541": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "546": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "547": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "544": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "545": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3784": {"$update": {"model_description": "Protein Knockout Models (PKM) reflect resistance by the absence of a gene product, most often deletion of a gene involved in antibiotic import, such as Vibrio cholerae OmpT. Like Protein Homolog Models (PHMs), PKMs include a reference sequence and a bitscore cut-off for detection using BLASTP but instead are designed to only report lack of detection under Perfect or Strict criteria. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software."}}, "548": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "549": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1782": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3885": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1783": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4938": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1784": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1982": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1785": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1786": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "957": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1787": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3880": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5476": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5618": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5619": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5719": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5477": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5612": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5613": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5610": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5611": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5616": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5617": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5614": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5615": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "414": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "415": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "416": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "417": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1388": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "411": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "412": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "413": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1384": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1385": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1386": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1387": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1380": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "419": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1382": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36998": {"category_aro_name": "arbekacin", "category_aro_cvterm_id": "36998", "category_aro_accession": "3000654", "category_aro_class_name": "Antibiotic", "category_aro_description": "A synthetic derivative (1-N-(4-amino-2-hydroxybutyryl) of dibekacin used in Japan. It is active against methicillin-resistant Staph. aureus and shows synergy with ampicillin when treating gentamicin and vancomycin resistant enterocci."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1383": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3827": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3826": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3825": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3824": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3823": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3822": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3821": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3820": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5098": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3327": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3582": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3829": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3828": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3618": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2768": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "4681": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5007": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3585": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4282": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4283": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4280": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4281": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4286": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4287": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4284": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4285": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4288": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4289": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2763": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "368": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "369": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "366": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"41343": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a nucleotide sequence format, encoded as [-]nt[position]:[nucleotides], for example -nt25:T."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "367": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "364": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "365": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "362": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "363": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "360": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "361": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5274": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5008": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5275": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5637": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5276": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "380": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "381": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "382": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "383": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"40429": {"category_aro_name": "resistance by absence", "category_aro_cvterm_id": "40429", "category_aro_accession": "3003764", "category_aro_class_name": "Resistance Mechanism", "category_aro_description": "Mechanism of antibiotic resistance conferred by deletion of gene (usually a porin)."}, "36593": {"category_aro_name": "polymyxin B", "category_aro_cvterm_id": "36593", "category_aro_accession": "3000454", "category_aro_class_name": "Antibiotic", "category_aro_description": "Polymyxin B is mixture of mostly polymyxins B1 and B2, mainly used for resistant gram-negative infections. They are polypeptides with cationic detergent action on cell membranes."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "384": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "385": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "386": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "387": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "388": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "389": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5271": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4758": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4759": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5272": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4750": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4751": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4752": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4753": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4754": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4755": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4756": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4757": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5375": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5374": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3216": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36297": {"category_aro_name": "azithromycin", "category_aro_cvterm_id": "36297", "category_aro_accession": "3000158", "category_aro_class_name": "Antibiotic", "category_aro_description": "Azithromycin is a 15-membered macrolide and falls under the subclass of azalide. Like other macrolides, azithromycin binds bacterial ribosomes to inhibit protein synthesis. The nitrogen substitution at the C-9a position prevents its degradation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5377": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3759": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3758": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1115": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4664": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3751": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3750": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35968": {"category_aro_name": "tetracycline", "category_aro_cvterm_id": "35968", "category_aro_accession": "0000051", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tetracycline is a broad-spectrum polyketide antibiotic produced by many Streptomyces. It works by inhibiting action of the prokaryotic 30S ribosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3753": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3755": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3754": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3757": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3756": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4633": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2191": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2192": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2193": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4637": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2195": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2196": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}}}}}, "4634": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2198": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"35954": {"category_aro_name": "ciprofloxacin", "category_aro_cvterm_id": "35954", "category_aro_accession": "0000036", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ciprofloxacin is a bacteriocidal fluoroquinolone. It blocks bacterial DNA replication by binding to the toposiomerase II or IV-DNA complex (or cleavable complex), thereby causing double-stranded breaks in the bacterial chromosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "253": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "125", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "250": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "251": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "256": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "257": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "254": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "255": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2200": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2201": {"$update": {"model_description": "Protein Knockout Models (PKM) reflect resistance by the absence of a gene product, most often deletion of a gene involved in antibiotic import, such as Vibrio cholerae OmpT. Like Protein Homolog Models (PHMs), PKMs include a reference sequence and a bitscore cut-off for detection using BLASTP but instead are designed to only report lack of detection under Perfect or Strict criteria. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "ARO_category": {"$insert": {"36017": {"category_aro_name": "penam", "category_aro_cvterm_id": "36017", "category_aro_accession": "3000008", "category_aro_class_name": "Drug Class", "category_aro_description": "Penams are a group of antibiotics derived from Penicillium fungi that share a skeleton beta-lactam moiety fused with a thiazolidine ring. This is the most defining feature of penicillins. Penicillin antibiotics are historically significant because they are the first drugs that were effective against many previously serious diseases such as syphilis and Staphylococcus infections. Penicillins are still widely used today, though many types of bacteria are now resistant. All penicillins are beta-lactam antibiotics in the penam sub-group, and are used in the treatment of bacterial infections caused by susceptible, usually Gram-positive, organisms."}, "35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}, "35961": {"category_aro_name": "carbenicillin", "category_aro_cvterm_id": "35961", "category_aro_accession": "0000043", "category_aro_class_name": "Antibiotic", "category_aro_description": "Carbenicillin is a semi-synthetic antibiotic belonging to the carboxypenicillin subgroup of the penicillins. It has gram-negative coverage which includes Pseudomonas aeruginosa but limited gram-positive coverage. The carboxypenicillins are susceptible to degradation by beta-lactamase enzymes. Carbenicillin antibiotics are bactericidal, and act by inhibiting the synthesis of the peptidoglycan layer of bacterial cell walls. The peptidoglycan layer is important for cell wall structural integrity, especially in Gram-positive organisms."}, "36189": {"category_aro_name": "tetracycline antibiotic", "category_aro_cvterm_id": "36189", "category_aro_accession": "3000050", "category_aro_class_name": "Drug Class", "category_aro_description": "These antibiotics are derived from tetracycline, a polyketide antibiotic that inhibits the 30S subunit of bacterial ribosomes."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35968": {"category_aro_name": "tetracycline", "category_aro_cvterm_id": "35968", "category_aro_accession": "0000051", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tetracycline is a broad-spectrum polyketide antibiotic produced by many Streptomyces. It works by inhibiting action of the prokaryotic 30S ribosome."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2202": {"$update": {"model_description": "Protein Domain Meta-Models (PDMs) are dedicated to AMR fusion proteins, e.g. AAC(3)-Ib/AAC(6')-Ib''. The individual domains will have their own individual detection models (e.g. PHM, PVM, POM, etc.) while the PDM checks to see if all the component domiains of the fusion protein have a Strict or Perfect hit and are ordered correctly within the gene. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "ARO_name": "AAC(3)-Ib/AAC(6')-Ib'' fusion protein", "model_param": {"$update": {"40327": {"$update": {"param_description": "Spatial order of domains within a protein are encoded using the domain order parameter: [5' -> 3' position]:[cvterm_id],[5' -> 3' position]:[cvterm_id], etc."}}}}}}, "2203": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2205": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2206": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2207": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2208": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "476": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "116": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2790": {"$update": {"model_description": "Protein Knockout Models (PKM) reflect resistance by the absence of a gene product, most often deletion of a gene involved in antibiotic import, such as Vibrio cholerae OmpT. Like Protein Homolog Models (PHMs), PKMs include a reference sequence and a bitscore cut-off for detection using BLASTP but instead are designed to only report lack of detection under Perfect or Strict criteria. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2428": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2429": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4812": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2421": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2422": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2423": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2424": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2425": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2426": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2427": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"36659": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45734": {"category_aro_name": "isoniazid-like antibiotic", "category_aro_cvterm_id": "45734", "category_aro_accession": "3007152", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics containing isoniazid and its derivatives."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4329": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4810": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "168": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "169": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "164": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "275", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "165": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "167": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "160": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "161": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "162": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "163": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4839": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4838": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4815": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4529": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4528": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4527": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4526": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4525": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4524": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4523": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4522": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4521": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4520": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4422": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2518": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2519": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1842": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2517": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1841": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2734": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1840": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2731": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "2732": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "2733": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "5296": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5297": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5294": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5295": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5292": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5293": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5290": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4427": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3531": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3530": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3533": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3532": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5058": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5059": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3537": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3536": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3539": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3538": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5056": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5057": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5050": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5051": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5052": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5053": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1814": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_name": "AAC(6')-Ie-APH(2'')-Ia bifunctional protein", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}, "model_name": "AAC(6')-Ie-APH(2'')-Ia bifunctional protein"}}, "1815": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1816": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1817": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1810": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1811": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1812": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1813": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4339": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1818": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1819": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1208": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4336": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4337": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4334": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5370": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4335": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1098": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "350", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2795": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1899": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "50", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2148": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1099": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4330": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5558": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4331": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2803": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$update": {"40948": {"$update": {"category_aro_name": "para-aminosalicylic acid", "category_aro_class_name": "Antibiotic"}}}, "$insert": {"45741": {"category_aro_name": "salicylic acid antibiotic", "category_aro_cvterm_id": "45741", "category_aro_accession": "3007159", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from salicylic acid."}}}, "model_param": {"$update": {"41345": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter used when a set of insertion mutations are reported in a nucleotide sequence format, encoded as [+]nt[position]:[nucleotides], for example +nt391:GG. Such mutations may be of variable length, possibly causing a frameshift but not causing premature termination or a functional knockout."}}, "41343": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a nucleotide sequence format, encoded as [-]nt[position]:[nucleotides], for example -nt25:T."}}, "40394": {"$update": {"param_description": "A nucleotide substitution resulting in a change from an amino acid codon to a STOP codon, encoded as [wild type amino acid][position][STOP], for example Q42STOP."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1609": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1608": {"$update": {"model_description": "Protein Overexpression Models (POM) are similar to Protein Variant Models (PVM) in that they include a protein reference sequence, a curated BLASTP bitscore cut-off, and mapped resistance variants. Whereas PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, reporting only those with curated mutations conferring AMR, POMs are restricted to regulatory proteins and report both wild-type sequences and/or sequences with mutations leading to overexpression of efflux complexes. The former lead to efflux of antibiotics at basal levels, while the latter can confer clinical resistance. POMs include a protein reference sequence (often from wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Perfect RGI match is 100% identical to the wild-type reference protein sequence along its entire length, a Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value may or may not contain at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off may or may not contain at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4987": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1979": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$delete": ["35944"], "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1978": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1601": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1600": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"40429": {"category_aro_name": "resistance by absence", "category_aro_cvterm_id": "40429", "category_aro_accession": "3003764", "category_aro_class_name": "Resistance Mechanism", "category_aro_description": "Mechanism of antibiotic resistance conferred by deletion of gene (usually a porin)."}, "36593": {"category_aro_name": "polymyxin B", "category_aro_cvterm_id": "36593", "category_aro_accession": "3000454", "category_aro_class_name": "Antibiotic", "category_aro_description": "Polymyxin B is mixture of mostly polymyxins B1 and B2, mainly used for resistant gram-negative infections. They are polypeptides with cationic detergent action on cell membranes."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1603": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1602": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "36996": {"category_aro_name": "isepamicin", "category_aro_cvterm_id": "36996", "category_aro_accession": "3000652", "category_aro_class_name": "Antibiotic", "category_aro_description": "A semi-synthetic derivative of gentamicin B (hydroxyamino propionyl genamicin B). It is modified to combat microbial inactivation and has a slightly larger spectrum of activity compared to other aminoglycosides, including Ser marcescens, Enterobacteria, and K pneumoniae."}, "35953": {"category_aro_name": "sisomicin", "category_aro_cvterm_id": "35953", "category_aro_accession": "0000035", "category_aro_class_name": "Antibiotic", "category_aro_description": "Sisomicin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Sisomicin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "36998": {"category_aro_name": "arbekacin", "category_aro_cvterm_id": "36998", "category_aro_accession": "3000654", "category_aro_class_name": "Antibiotic", "category_aro_description": "A synthetic derivative (1-N-(4-amino-2-hydroxybutyryl) of dibekacin used in Japan. It is active against methicillin-resistant Staph. aureus and shows synergy with ampicillin when treating gentamicin and vancomycin resistant enterocci."}, "35956": {"category_aro_name": "netilmicin", "category_aro_cvterm_id": "35956", "category_aro_accession": "0000038", "category_aro_class_name": "Antibiotic", "category_aro_description": "Netilmicin is a member of the aminoglycoside family of antibiotics. These antibiotics have the ability to kill a wide variety of bacteria by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth. Netilmicin is not absorbed from the gut and is therefore only given by injection or infusion. It is only used in the treatment of serious infections particularly those resistant to gentamicin."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35926": {"category_aro_name": "dibekacin", "category_aro_cvterm_id": "35926", "category_aro_accession": "0000007", "category_aro_class_name": "Antibiotic", "category_aro_description": "Dibekacin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Dibekacin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35924": {"category_aro_name": "neomycin", "category_aro_cvterm_id": "35924", "category_aro_accession": "0000005", "category_aro_class_name": "Antibiotic", "category_aro_description": "Neomycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Neomycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1605": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1604": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1607": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1606": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "809": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35964": {"category_aro_name": "lincomycin", "category_aro_cvterm_id": "35964", "category_aro_accession": "0000046", "category_aro_class_name": "Antibiotic", "category_aro_description": "Lincomycin is a lincosamide antibiotic that comes from the actinomyces Streptomyces lincolnensis. It binds to the 23s portion of the 50S subunit of bacterial ribosomes and inhibit early elongation of peptide chain by inhibiting transpeptidase reaction."}, "35983": {"category_aro_name": "clindamycin", "category_aro_cvterm_id": "35983", "category_aro_accession": "0000066", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clindamycin is a lincosamide antibiotic that blocks A-site aminoacyl-tRNA binding. It is usually used to treat infections with anaerobic bacteria but can also be used to treat some protozoal diseases, such as malaria."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "808": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "803": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "802": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "801": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "800": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "807": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "806": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "805": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "804": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2848": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2849": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2846": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1849": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"41345": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter used when a set of insertion mutations are reported in a nucleotide sequence format, encoded as [+]nt[position]:[nucleotides], for example +nt391:GG. Such mutations may be of variable length, possibly causing a frameshift but not causing premature termination or a functional knockout."}}, "41343": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a nucleotide sequence format, encoded as [-]nt[position]:[nucleotides], for example -nt25:T."}}, "40394": {"$update": {"param_description": "A nucleotide substitution resulting in a change from an amino acid codon to a STOP codon, encoded as [wild type amino acid][position][STOP], for example Q42STOP."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2844": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2845": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2842": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2843": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2840": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2841": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3320": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3321": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5474": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3323": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3324": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35983": {"category_aro_name": "clindamycin", "category_aro_cvterm_id": "35983", "category_aro_accession": "0000066", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clindamycin is a lincosamide antibiotic that blocks A-site aminoacyl-tRNA binding. It is usually used to treat infections with anaerobic bacteria but can also be used to treat some protozoal diseases, such as malaria."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3325": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3326": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5471": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3328": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3329": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"35991": {"category_aro_name": "moxifloxacin", "category_aro_cvterm_id": "35991", "category_aro_accession": "0000074", "category_aro_class_name": "Antibiotic", "category_aro_description": "Moxifloxacin is a fourth generation synthetic fluoroquinolone chemotherapeutic agent, and has been shown to be significantly more active than levofloxacin (4 to 8 times more) against Streptococcus pneumoniae. It acts by inhibiting bacterial DNA topoisomerases."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "5478": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5479": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"36727": {"$update": {"category_aro_description": "Serine beta-lactamase inhibitor targeting class A, class C, and some class D enzymes."}}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1775": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1774": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1777": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1776": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1771": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1770": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1773": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1772": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1779": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1778": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3972": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3975": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3957": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3974": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5142": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1159": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1158": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1155": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1154": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1157": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "250", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1156": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$delete": ["35952", "37021", "37023", "37022", "37025", "37024", "37247", "37026", "35974", "36284", "36315", "35982", "35983", "37018", "37019", "36723", "36722", "37013", "37016", "37017", "35967", "35964", "35946", "36295", "36297", "35925"], "$insert": {"37631": {"category_aro_name": "methymycin", "category_aro_cvterm_id": "37631", "category_aro_accession": "3001232", "category_aro_class_name": "Antibiotic", "category_aro_description": "Produced by Streptomyces venezuelae ATCC 15439."}, "37625": {"category_aro_name": "narbomycin", "category_aro_cvterm_id": "37625", "category_aro_accession": "3001226", "category_aro_class_name": "Antibiotic", "category_aro_description": "Produced by Streptomyces narbonensis."}, "37632": {"category_aro_name": "pikromycin", "category_aro_cvterm_id": "37632", "category_aro_accession": "3001233", "category_aro_class_name": "Antibiotic", "category_aro_description": "Produced by Streptomyces venezuelae ATCC 15439."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1151": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1150": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1153": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1152": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5519": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5518": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5368": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2807": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "5511": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1555": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5513": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5512": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5515": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5514": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5517": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5516": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1551": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1550": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1553": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1552": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "59": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "58": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1557": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1556": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "55": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "54": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "57": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "56": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "51": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "50": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "53": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "52": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "537": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "536": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "535": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "534": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "533": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "532": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "531": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "530": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "539": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3299": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4691": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5139": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1558": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5138": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5605": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5604": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5607": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5606": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5601": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5600": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5603": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5602": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "9": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5609": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4406": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3297": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35982": {"category_aro_name": "clarithromycin", "category_aro_cvterm_id": "35982", "category_aro_accession": "0000065", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clarithromycin is a methyl derivative of erythromycin, sharing the 14-carbon macrolide ring. The antibiotic binds to the 50S subunit of the ribosome and is used to treat pharyngitis, tonsillitis, acute maxillary sinusitis, acute bacterial exacerbation of chronic bronchitis, pneumonia (especially atypical pneumonias associated with Chlamydia pneumoniae or TWAR), and skin structure infections."}, "36297": {"category_aro_name": "azithromycin", "category_aro_cvterm_id": "36297", "category_aro_accession": "3000158", "category_aro_class_name": "Antibiotic", "category_aro_description": "Azithromycin is a 15-membered macrolide and falls under the subclass of azalide. Like other macrolides, azithromycin binds bacterial ribosomes to inhibit protein synthesis. The nitrogen substitution at the C-9a position prevents its degradation."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3290": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36291": {"category_aro_name": "minocycline", "category_aro_cvterm_id": "36291", "category_aro_accession": "3000152", "category_aro_class_name": "Antibiotic", "category_aro_description": "Minocycline is second generation semi-synthetic derivative of the tetracycline group of antibiotics. It inhibits bacterial protein synthesis by binding to the 30S subunit of the bacterial ribosome and preventing the aminotransferase-tRNA from associating with the ribosome."}, "37012": {"category_aro_name": "oxytetracycline", "category_aro_cvterm_id": "37012", "category_aro_accession": "3000668", "category_aro_class_name": "Antibiotic", "category_aro_description": "Oxytetracycline is a derivative of tetracycline with a 5-hydroxyl group. Its activity is similar to other tetracyclines."}, "35968": {"category_aro_name": "tetracycline", "category_aro_cvterm_id": "35968", "category_aro_accession": "0000051", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tetracycline is a broad-spectrum polyketide antibiotic produced by many Streptomyces. It works by inhibiting action of the prokaryotic 30S ribosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5132": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "429": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "428": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3292": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37012": {"category_aro_name": "oxytetracycline", "category_aro_cvterm_id": "37012", "category_aro_accession": "3000668", "category_aro_class_name": "Antibiotic", "category_aro_description": "Oxytetracycline is a derivative of tetracycline with a 5-hydroxyl group. Its activity is similar to other tetracyclines."}, "35968": {"category_aro_name": "tetracycline", "category_aro_cvterm_id": "35968", "category_aro_accession": "0000051", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tetracycline is a broad-spectrum polyketide antibiotic produced by many Streptomyces. It works by inhibiting action of the prokaryotic 30S ribosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1399": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1398": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "421": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "420": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "423": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "422": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1393": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1392": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "427": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "426": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3812": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3813": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3810": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3811": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3816": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3817": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"37015": {"category_aro_name": "tiamulin", "category_aro_cvterm_id": "37015", "category_aro_accession": "3000671", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tiamulin is a pleuromutilin derivative currently used in veterinary medicine. It binds to the 23 rRNA of the 50S ribosomal subunit to inhibit protein translation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3814": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3815": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3818": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"37015": {"category_aro_name": "tiamulin", "category_aro_cvterm_id": "37015", "category_aro_accession": "3000671", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tiamulin is a pleuromutilin derivative currently used in veterinary medicine. It binds to the 23 rRNA of the 50S ribosomal subunit to inhibit protein translation."}}}, "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3819": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5124": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3450": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3627": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3456": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3457": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "494": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4299": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4298": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4295": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4294": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4297": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4296": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4291": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4290": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4293": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4292": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1503": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4695": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "590": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "258": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4694": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4749": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4748": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4743": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4741": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4740": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4747": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4746": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4745": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4744": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3302": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37012": {"category_aro_name": "oxytetracycline", "category_aro_cvterm_id": "37012", "category_aro_accession": "3000668", "category_aro_class_name": "Antibiotic", "category_aro_description": "Oxytetracycline is a derivative of tetracycline with a 5-hydroxyl group. Its activity is similar to other tetracyclines."}, "35968": {"category_aro_name": "tetracycline", "category_aro_cvterm_id": "35968", "category_aro_accession": "0000051", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tetracycline is a broad-spectrum polyketide antibiotic produced by many Streptomyces. It works by inhibiting action of the prokaryotic 30S ribosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4697": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4700": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4715": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1355": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2183": {"$update": {"model_description": "Gene Cluster Meta-Models (PKM) are used to curate spatial clusters of individual genes within operons, such as for glycopeptide resistance gene clusters. The individual genes will have their own individual detection models (e.g. PHM, PVM, POM, etc.) while the PKM checks to see if all the component genes of the cluster have a Strict or Perfect hit and are ordered correctly within an operon. PKMs are encoded using the gene order parameter. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"40297": {"$update": {"param_description": "Spatial clusters of genes are encoded using the gene order parameter: [gene type]:[cvterm_id],[gene type]:[cvterm_id], etc. The gene type designations are: R = regulatory, C = core, A = accessory."}}}}}}, "2182": {"$update": {"model_description": "Gene Cluster Meta-Models (PKM) are used to curate spatial clusters of individual genes within operons, such as for glycopeptide resistance gene clusters. The individual genes will have their own individual detection models (e.g. PHM, PVM, POM, etc.) while the PKM checks to see if all the component genes of the cluster have a Strict or Perfect hit and are ordered correctly within an operon. PKMs are encoded using the gene order parameter. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}}, "model_param": {"$update": {"40297": {"$update": {"param_description": "Spatial clusters of genes are encoded using the gene order parameter: [gene type]:[cvterm_id],[gene type]:[cvterm_id], etc. The gene type designations are: R = regulatory, C = core, A = accessory."}}}}}}, "2181": {"$update": {"model_description": "Gene Cluster Meta-Models (PKM) are used to curate spatial clusters of individual genes within operons, such as for glycopeptide resistance gene clusters. The individual genes will have their own individual detection models (e.g. PHM, PVM, POM, etc.) while the PKM checks to see if all the component genes of the cluster have a Strict or Perfect hit and are ordered correctly within an operon. PKMs are encoded using the gene order parameter. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"40297": {"$update": {"param_description": "Spatial clusters of genes are encoded using the gene order parameter: [gene type]:[cvterm_id],[gene type]:[cvterm_id], etc. The gene type designations are: R = regulatory, C = core, A = accessory."}}}}}}, "2180": {"$update": {"model_description": "Gene Cluster Meta-Models (PKM) are used to curate spatial clusters of individual genes within operons, such as for glycopeptide resistance gene clusters. The individual genes will have their own individual detection models (e.g. PHM, PVM, POM, etc.) while the PKM checks to see if all the component genes of the cluster have a Strict or Perfect hit and are ordered correctly within an operon. PKMs are encoded using the gene order parameter. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"40297": {"$update": {"param_description": "Spatial clusters of genes are encoded using the gene order parameter: [gene type]:[cvterm_id],[gene type]:[cvterm_id], etc. The gene type designations are: R = regulatory, C = core, A = accessory."}}}}}}, "2186": {"$update": {"model_description": "Gene Cluster Meta-Models (PKM) are used to curate spatial clusters of individual genes within operons, such as for glycopeptide resistance gene clusters. The individual genes will have their own individual detection models (e.g. PHM, PVM, POM, etc.) while the PKM checks to see if all the component genes of the cluster have a Strict or Perfect hit and are ordered correctly within an operon. PKMs are encoded using the gene order parameter. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"40297": {"$update": {"param_description": "Spatial clusters of genes are encoded using the gene order parameter: [gene type]:[cvterm_id],[gene type]:[cvterm_id], etc. The gene type designations are: R = regulatory, C = core, A = accessory."}}}}}}, "2185": {"$update": {"model_description": "Gene Cluster Meta-Models (PKM) are used to curate spatial clusters of individual genes within operons, such as for glycopeptide resistance gene clusters. The individual genes will have their own individual detection models (e.g. PHM, PVM, POM, etc.) while the PKM checks to see if all the component genes of the cluster have a Strict or Perfect hit and are ordered correctly within an operon. PKMs are encoded using the gene order parameter. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}}, "model_param": {"$update": {"40297": {"$update": {"param_description": "Spatial clusters of genes are encoded using the gene order parameter: [gene type]:[cvterm_id],[gene type]:[cvterm_id], etc. The gene type designations are: R = regulatory, C = core, A = accessory."}}}}}}, "228": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "227": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "226": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "225": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "224": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "223": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "222": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "221": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "220": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2213": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2212": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2211": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2217": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2216": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2215": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"37007": {"category_aro_name": "ofloxacin", "category_aro_cvterm_id": "37007", "category_aro_accession": "3000663", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ofloxacin is a 6-fluoro, 7-piperazinyl quinolone with a methyl-substituted oxazine ring. It has a broad spectrum of activity including many enterobacteria and mycoplasma but most anaerobes are resistant."}, "37142": {"category_aro_name": "pefloxacin", "category_aro_cvterm_id": "37142", "category_aro_accession": "3000762", "category_aro_class_name": "Antibiotic", "category_aro_description": "Pefloxacin is structurally and functionally similar to norfloxacin. It is poorly active against mycobacteria, while anaerobes are resistant."}, "35954": {"category_aro_name": "ciprofloxacin", "category_aro_cvterm_id": "35954", "category_aro_accession": "0000036", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ciprofloxacin is a bacteriocidal fluoroquinolone. It blocks bacterial DNA replication by binding to the toposiomerase II or IV-DNA complex (or cleavable complex), thereby causing double-stranded breaks in the bacterial chromosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2219": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4713": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5475": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5431": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "864": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "151": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "150": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "153": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "152": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "155": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "154": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "157": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "156": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35926": {"category_aro_name": "dibekacin", "category_aro_cvterm_id": "35926", "category_aro_accession": "0000007", "category_aro_class_name": "Antibiotic", "category_aro_description": "Dibekacin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Dibekacin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "159": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35964": {"category_aro_name": "lincomycin", "category_aro_cvterm_id": "35964", "category_aro_accession": "0000046", "category_aro_class_name": "Antibiotic", "category_aro_description": "Lincomycin is a lincosamide antibiotic that comes from the actinomyces Streptomyces lincolnensis. It binds to the 23s portion of the 50S subunit of bacterial ribosomes and inhibit early elongation of peptide chain by inhibiting transpeptidase reaction."}, "37013": {"category_aro_name": "virginiamycin M1", "category_aro_cvterm_id": "37013", "category_aro_accession": "3000669", "category_aro_class_name": "Antibiotic", "category_aro_description": "Virginiamycin M1 is a streptogramin A antibiotic."}, "35983": {"category_aro_name": "clindamycin", "category_aro_cvterm_id": "35983", "category_aro_accession": "0000066", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clindamycin is a lincosamide antibiotic that blocks A-site aminoacyl-tRNA binding. It is usually used to treat infections with anaerobic bacteria but can also be used to treat some protozoal diseases, such as malaria."}, "35936": {"category_aro_name": "lincosamide antibiotic", "category_aro_cvterm_id": "35936", "category_aro_accession": "0000017", "category_aro_class_name": "Drug Class", "category_aro_description": "Lincosamides (e.g. lincomycin, clindamycin) are a class of drugs which bind to the 23s portion of the 50S subunit of bacterial ribosomes. This interaction inhibits early elongation of peptide chains by inhibiting the transpeptidase reaction, acting similarly to macrolides."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "158": {"$update": {"ARO_description": "myrA is a methyltransferase found in Micromonospora griseorubida and confers resistance to mycinamicin and tylosin. Specifically, this enzyme adds a methyl group to guanosine 748 (E. coli numbering) of 23S ribosomal RNA. MyrA is found in the mycinamicin biosynthetic cluster and is one mechanism by which M. griseorubida protects itself from self-destruction when producing this macrolide.", "model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37623": {"category_aro_name": "mycinamicin", "category_aro_cvterm_id": "37623", "category_aro_accession": "3001224", "category_aro_class_name": "Antibiotic", "category_aro_description": "Produced by Micromonospora\u00a0griseorubida."}, "36284": {"category_aro_name": "tylosin", "category_aro_cvterm_id": "36284", "category_aro_accession": "3000145", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tylosin is a 16-membered macrolide, naturally produced by Streptomyces fradiae. It interacts with the bacterial ribosome 50S subunit to inhibit protein synthesis."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2430": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2436": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"41345": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter used when a set of insertion mutations are reported in a nucleotide sequence format, encoded as [+]nt[position]:[nucleotides], for example +nt391:GG. Such mutations may be of variable length, possibly causing a frameshift but not causing premature termination or a functional knockout."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "41342": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a peptide sequence format, encoded as [-][AAs][position range], for example -K527 or -QN517-518."}}}}}}, "2435": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2434": {"$update": {"model_description": "Protein Knockout Models (PKM) reflect resistance by the absence of a gene product, most often deletion of a gene involved in antibiotic import, such as Vibrio cholerae OmpT. Like Protein Homolog Models (PHMs), PKMs include a reference sequence and a bitscore cut-off for detection using BLASTP but instead are designed to only report lack of detection under Perfect or Strict criteria. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "ARO_category": {"$insert": {"37084": {"category_aro_name": "cefalotin", "category_aro_cvterm_id": "37084", "category_aro_accession": "3000704", "category_aro_class_name": "Antibiotic", "category_aro_description": "Cefalotin is a semisynthetic cephalosporin antibiotic activate against staphylococci. It is resistant to staphylococci beta-lactamases but hydrolyzed by enterobacterial beta-lactamases."}, "35979": {"category_aro_name": "ceftriaxone", "category_aro_cvterm_id": "35979", "category_aro_accession": "0000062", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ceftriaxone is a third-generation cephalosporin antibiotic. The presence of an aminothiazolyl sidechain increases ceftriazone's resistance to beta-lactamases. Like other third-generation cephalosporins, it has broad spectrum activity against Gram-positive and Gram-negative bacteria."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5766": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4922": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5767": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4518": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4519": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4512": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4513": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4510": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4511": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4516": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4517": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4514": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4515": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5630": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5761": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5289": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5288": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2724": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "2720": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5281": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5280": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5283": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5282": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5285": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5284": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2729": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "5286": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4367": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5049": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5048": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5047": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5046": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5045": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5044": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5043": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5042": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5041": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5040": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1807": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1806": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1805": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1804": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1803": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1802": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1801": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1800": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3788": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35931": {"category_aro_name": "streptothricin", "category_aro_cvterm_id": "35931", "category_aro_accession": "0000012", "category_aro_class_name": "Antibiotic", "category_aro_description": "Streptothricins are a group of N-glycoside antibiotics that include a carbamoylated D-glucosamine to which are attached a series of L-beta-lysine residues at position 2 and a streptolidine at position 1.  Streptothricins vary by the number of beta-lysine residues (from 1 (nourseothricin) to 7) and target protein synthesis in bacteria and eukaryotes."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3789": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35970": {"category_aro_name": "bleomycin", "category_aro_cvterm_id": "35970", "category_aro_accession": "0000053", "category_aro_class_name": "Antibiotic", "category_aro_description": "Bleomycin is a family of glycopeptide antibiotics produced by the bacterium Streptomyces verticillus. Bleomycins, taken as a mixture, act by the induction of DNA and RNA strand breaks. In addition to its antibacterial activity, bleomycin is also used as an anticancer agent."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1809": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1808": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4996": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4997": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4994": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4995": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4992": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4993": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4990": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4991": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4491": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4998": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4999": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5340": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5436": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5561": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4684": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3258": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3259": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1948": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1949": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1525": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1942": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1943": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$update": {"36659": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45734": {"category_aro_name": "isoniazid-like antibiotic", "category_aro_cvterm_id": "45734", "category_aro_accession": "3007152", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics containing isoniazid and its derivatives."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1940": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1941": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1946": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1947": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3256": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1945": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "818": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "819": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1527": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "810": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35934": {"category_aro_name": "methicillin", "category_aro_cvterm_id": "35934", "category_aro_accession": "0000015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Derived from penicillin to combat penicillin-resistance, methicillin is insensitive to beta-lactamases (also known as penicillinases) secreted by many penicillin-resistant bacteria. Methicillin is bactericidal, and acts by inhibiting the synthesis of the peptidoglycan layer of bacterial cell walls. The peptidoglycan layer is important for cell wall structural integrity, especially in Gram-positive organisms."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "811": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "812": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "813": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "814": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "815": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "816": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "817": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2859": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1991": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3495": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1522": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5183": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2851": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2850": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2853": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1523": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2855": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1621": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2857": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2856": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5461": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5460": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5463": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5462": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1494": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5464": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5467": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5466": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1498": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5468": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3339": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3338": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1395": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}}}}}, "1994": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1700": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1701": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1702": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5264": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1704": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1705": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1706": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1707": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1708": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "425": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1996": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "200", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4572": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5269": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "424": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4573": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1391": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3658": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1390": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5188": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3659": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1128": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1129": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5189": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4576": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1120": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1121": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1122": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1123": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1124": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1125": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1126": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1127": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4578": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5096": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5437": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3024": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3651": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "524": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "525": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "526": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "527": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1018": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1019": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "522": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "523": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1014": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1015": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1016": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1017": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1010": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "529": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1012": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1013": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1234": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1235": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1236": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1237": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "41344": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter is used when a set of insertion mutations are reported in a peptide sequence format, encoded as [+][AAs][position range], for example +D345 or +MPL110-112."}}, "41342": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a peptide sequence format, encoded as [-][AAs][position range], for example -K527 or -QN517-518."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}, "40394": {"$update": {"param_description": "A nucleotide substitution resulting in a change from an amino acid codon to a STOP codon, encoded as [wild type amino acid][position][STOP], for example Q42STOP."}}}}}}, "1230": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1231": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1232": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"37139": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45735": {"category_aro_name": "fusidane antibiotic", "category_aro_cvterm_id": "45735", "category_aro_accession": "3007153", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics possessing steroid rings or steroid-like structures."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1233": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4196": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4197": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4194": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4195": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1238": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1239": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4190": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4191": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5670": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5671": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5672": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5673": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4358": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5675": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5676": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5677": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4354": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4355": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4356": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4357": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4350": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4351": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4352": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4353": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "833": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1564": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "_version": "3.2.4", "4901": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "438": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "439": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "436": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "437": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "434": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "435": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "433": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "430": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "431": {"$update": {"model_description": "Protein Overexpression Models (POM) are similar to Protein Variant Models (PVM) in that they include a protein reference sequence, a curated BLASTP bitscore cut-off, and mapped resistance variants. Whereas PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, reporting only those with curated mutations conferring AMR, POMs are restricted to regulatory proteins and report both wild-type sequences and/or sequences with mutations leading to overexpression of efflux complexes. The former lead to efflux of antibiotics at basal levels, while the latter can confer clinical resistance. POMs include a protein reference sequence (often from wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Perfect RGI match is 100% identical to the wild-type reference protein sequence along its entire length, a Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value may or may not contain at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off may or may not contain at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"40394": {"$update": {"param_description": "A nucleotide substitution resulting in a change from an amino acid codon to a STOP codon, encoded as [wild type amino acid][position][STOP], for example Q42STOP."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4902": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3809": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3808": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3805": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3804": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3807": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3806": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3801": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3800": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3803": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3802": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4907": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5425": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "473": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35946": {"category_aro_name": "roxithromycin", "category_aro_cvterm_id": "35946", "category_aro_accession": "0000027", "category_aro_class_name": "Antibiotic", "category_aro_description": "Roxithromycin is a semi-synthetic, 14-carbon ring macrolide antibiotic derived from erythromycin. It is used to treat respiratory tract, urinary and soft tissue infections. Roxithromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}, "35982": {"category_aro_name": "clarithromycin", "category_aro_cvterm_id": "35982", "category_aro_accession": "0000065", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clarithromycin is a methyl derivative of erythromycin, sharing the 14-carbon macrolide ring. The antibiotic binds to the 50S subunit of the ribosome and is used to treat pharyngitis, tonsillitis, acute maxillary sinusitis, acute bacterial exacerbation of chronic bronchitis, pneumonia (especially atypical pneumonias associated with Chlamydia pneumoniae or TWAR), and skin structure infections."}, "36297": {"category_aro_name": "azithromycin", "category_aro_cvterm_id": "36297", "category_aro_accession": "3000158", "category_aro_class_name": "Antibiotic", "category_aro_description": "Azithromycin is a 15-membered macrolide and falls under the subclass of azalide. Like other macrolides, azithromycin binds bacterial ribosomes to inhibit protein synthesis. The nitrogen substitution at the C-9a position prevents its degradation."}, "36284": {"category_aro_name": "tylosin", "category_aro_cvterm_id": "36284", "category_aro_accession": "3000145", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tylosin is a 16-membered macrolide, naturally produced by Streptomyces fradiae. It interacts with the bacterial ribosome 50S subunit to inhibit protein synthesis."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "559": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "125", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4849": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4670": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "558": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5708": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5709": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5704": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5705": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5706": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5707": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5700": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5701": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5702": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5703": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "555": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3797": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36291": {"category_aro_name": "minocycline", "category_aro_cvterm_id": "36291", "category_aro_accession": "3000152", "category_aro_class_name": "Antibiotic", "category_aro_description": "Minocycline is second generation semi-synthetic derivative of the tetracycline group of antibiotics. It inhibits bacterial protein synthesis by binding to the 30S subunit of the bacterial ribosome and preventing the aminotransferase-tRNA from associating with the ribosome."}, "37012": {"category_aro_name": "oxytetracycline", "category_aro_cvterm_id": "37012", "category_aro_accession": "3000668", "category_aro_class_name": "Antibiotic", "category_aro_description": "Oxytetracycline is a derivative of tetracycline with a 5-hydroxyl group. Its activity is similar to other tetracyclines."}, "35968": {"category_aro_name": "tetracycline", "category_aro_cvterm_id": "35968", "category_aro_accession": "0000051", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tetracycline is a broad-spectrum polyketide antibiotic produced by many Streptomyces. It works by inhibiting action of the prokaryotic 30S ribosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "554": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4685": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4776": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4777": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4774": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4775": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4772": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4773": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4770": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4771": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4076": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4778": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4779": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4174": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4175": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4176": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4177": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4170": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4171": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4172": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4173": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1961": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4178": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4179": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4824": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5650": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "470": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5065": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5064": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4619": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4618": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "996": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "238": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "239": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5026": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "234": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "235": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "236": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "237": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "230": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "231": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "232": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "233": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3953": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5148": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2228": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2229": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2227": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2224": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "5149": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2222": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2223": {"$update": {"model_description": "Protein Overexpression Models (POM) are similar to Protein Variant Models (PVM) in that they include a protein reference sequence, a curated BLASTP bitscore cut-off, and mapped resistance variants. Whereas PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, reporting only those with curated mutations conferring AMR, POMs are restricted to regulatory proteins and report both wild-type sequences and/or sequences with mutations leading to overexpression of efflux complexes. The former lead to efflux of antibiotics at basal levels, while the latter can confer clinical resistance. POMs include a protein reference sequence (often from wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Perfect RGI match is 100% identical to the wild-type reference protein sequence along its entire length, a Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value may or may not contain at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off may or may not contain at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4880": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2704": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "5255": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4882": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "146": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5458": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "144": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "145": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "142": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "143": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "140": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5459": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5069": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5355": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "148": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "149": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4505": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4504": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4507": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4506": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4501": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4500": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4503": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4502": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4874": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1995": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2797": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4509": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4508": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5352": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3401": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2088": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "5351": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3400": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37714": {"category_aro_name": "valnemulin", "category_aro_cvterm_id": "37714", "category_aro_accession": "3001315", "category_aro_class_name": "Antibiotic", "category_aro_description": "Two semi-synthetic pleuromutilin derivatives, tiamulin and valnemulin, have been developed as antibiotics for veterinary use."}, "37713": {"category_aro_name": "retapamulin", "category_aro_cvterm_id": "37713", "category_aro_accession": "3001314", "category_aro_class_name": "Antibiotic", "category_aro_description": "Retapamulin is a semi-synthetic pleuromutilin antibiotic approved for the treatment of skin infections."}, "37013": {"category_aro_name": "virginiamycin M1", "category_aro_cvterm_id": "37013", "category_aro_accession": "3000669", "category_aro_class_name": "Antibiotic", "category_aro_description": "Virginiamycin M1 is a streptogramin A antibiotic."}, "37015": {"category_aro_name": "tiamulin", "category_aro_cvterm_id": "37015", "category_aro_accession": "3000671", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tiamulin is a pleuromutilin derivative currently used in veterinary medicine. It binds to the 23 rRNA of the 50S ribosomal subunit to inhibit protein translation."}, "35964": {"category_aro_name": "lincomycin", "category_aro_cvterm_id": "35964", "category_aro_accession": "0000046", "category_aro_class_name": "Antibiotic", "category_aro_description": "Lincomycin is a lincosamide antibiotic that comes from the actinomyces Streptomyces lincolnensis. It binds to the 23s portion of the 50S subunit of bacterial ribosomes and inhibit early elongation of peptide chain by inhibiting transpeptidase reaction."}, "35983": {"category_aro_name": "clindamycin", "category_aro_cvterm_id": "35983", "category_aro_accession": "0000066", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clindamycin is a lincosamide antibiotic that blocks A-site aminoacyl-tRNA binding. It is usually used to treat infections with anaerobic bacteria but can also be used to treat some protozoal diseases, such as malaria."}, "35936": {"category_aro_name": "lincosamide antibiotic", "category_aro_cvterm_id": "35936", "category_aro_accession": "0000017", "category_aro_class_name": "Drug Class", "category_aro_description": "Lincosamides (e.g. lincomycin, clindamycin) are a class of drugs which bind to the 23s portion of the 50S subunit of bacterial ribosomes. This interaction inhibits early elongation of peptide chains by inhibiting the transpeptidase reaction, acting similarly to macrolides."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2083": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2080": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2081": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2086": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2087": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2084": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2085": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3342": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3402": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5451": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3405": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3340": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2712": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "2713": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "3341": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2716": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2717": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3346": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2718": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3406": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5329": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3347": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "130": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3409": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5078": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5079": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3344": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3408": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5072": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5073": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5070": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5071": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5076": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5077": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5074": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5075": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1832": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1833": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1830": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1831": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1836": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3798": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36291": {"category_aro_name": "minocycline", "category_aro_cvterm_id": "36291", "category_aro_accession": "3000152", "category_aro_class_name": "Antibiotic", "category_aro_description": "Minocycline is second generation semi-synthetic derivative of the tetracycline group of antibiotics. It inhibits bacterial protein synthesis by binding to the 30S subunit of the bacterial ribosome and preventing the aminotransferase-tRNA from associating with the ribosome."}, "37012": {"category_aro_name": "oxytetracycline", "category_aro_cvterm_id": "37012", "category_aro_accession": "3000668", "category_aro_class_name": "Antibiotic", "category_aro_description": "Oxytetracycline is a derivative of tetracycline with a 5-hydroxyl group. Its activity is similar to other tetracyclines."}, "35968": {"category_aro_name": "tetracycline", "category_aro_cvterm_id": "35968", "category_aro_accession": "0000051", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tetracycline is a broad-spectrum polyketide antibiotic produced by many Streptomyces. It works by inhibiting action of the prokaryotic 30S ribosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1834": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1835": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3795": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36968": {"category_aro_name": "colistin B", "category_aro_cvterm_id": "36968", "category_aro_accession": "3000624", "category_aro_class_name": "Antibiotic", "category_aro_description": "Colistin B, or polymyxin E2, has a 6-heptanoic acid lipid tail. Polymyxins disrupt the cell membrane of Gram-negative bacteria."}, "36966": {"category_aro_name": "colistin A", "category_aro_cvterm_id": "36966", "category_aro_accession": "3000622", "category_aro_class_name": "Antibiotic", "category_aro_description": "Colistin A, or polymyxin E1, has a 6-octanoic acid lipid tail. Polymyxins disrupt the cell membrane of Gram-negative bacteria."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3794": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36593": {"category_aro_name": "polymyxin B", "category_aro_cvterm_id": "36593", "category_aro_accession": "3000454", "category_aro_class_name": "Antibiotic", "category_aro_description": "Polymyxin B is mixture of mostly polymyxins B1 and B2, mainly used for resistant gram-negative infections. They are polypeptides with cationic detergent action on cell membranes."}, "37037": {"category_aro_name": "defensin", "category_aro_cvterm_id": "37037", "category_aro_accession": "3000693", "category_aro_class_name": "Antibiotic", "category_aro_description": "Defensins are natural cationic peptides that have antibiotic properties. It is part of the innate immune system of plants and animals."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1838": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1839": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3791": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36968": {"category_aro_name": "colistin B", "category_aro_cvterm_id": "36968", "category_aro_accession": "3000624", "category_aro_class_name": "Antibiotic", "category_aro_description": "Colistin B, or polymyxin E2, has a 6-heptanoic acid lipid tail. Polymyxins disrupt the cell membrane of Gram-negative bacteria."}, "36593": {"category_aro_name": "polymyxin B", "category_aro_cvterm_id": "36593", "category_aro_accession": "3000454", "category_aro_class_name": "Antibiotic", "category_aro_description": "Polymyxin B is mixture of mostly polymyxins B1 and B2, mainly used for resistant gram-negative infections. They are polypeptides with cationic detergent action on cell membranes."}, "36966": {"category_aro_name": "colistin A", "category_aro_cvterm_id": "36966", "category_aro_accession": "3000622", "category_aro_class_name": "Antibiotic", "category_aro_description": "Colistin A, or polymyxin E1, has a 6-octanoic acid lipid tail. Polymyxins disrupt the cell membrane of Gram-negative bacteria."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3790": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35934": {"category_aro_name": "methicillin", "category_aro_cvterm_id": "35934", "category_aro_accession": "0000015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Derived from penicillin to combat penicillin-resistance, methicillin is insensitive to beta-lactamases (also known as penicillinases) secreted by many penicillin-resistant bacteria. Methicillin is bactericidal, and acts by inhibiting the synthesis of the peptidoglycan layer of bacterial cell walls. The peptidoglycan layer is important for cell wall structural integrity, especially in Gram-positive organisms."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3793": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36968": {"category_aro_name": "colistin B", "category_aro_cvterm_id": "36968", "category_aro_accession": "3000624", "category_aro_class_name": "Antibiotic", "category_aro_description": "Colistin B, or polymyxin E2, has a 6-heptanoic acid lipid tail. Polymyxins disrupt the cell membrane of Gram-negative bacteria."}, "37037": {"category_aro_name": "defensin", "category_aro_cvterm_id": "37037", "category_aro_accession": "3000693", "category_aro_class_name": "Antibiotic", "category_aro_description": "Defensins are natural cationic peptides that have antibiotic properties. It is part of the innate immune system of plants and animals."}, "36966": {"category_aro_name": "colistin A", "category_aro_cvterm_id": "36966", "category_aro_accession": "3000622", "category_aro_class_name": "Antibiotic", "category_aro_description": "Colistin A, or polymyxin E1, has a 6-octanoic acid lipid tail. Polymyxins disrupt the cell membrane of Gram-negative bacteria."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3792": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2406": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"35968": {"category_aro_name": "tetracycline", "category_aro_cvterm_id": "35968", "category_aro_accession": "0000051", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tetracycline is a broad-spectrum polyketide antibiotic produced by many Streptomyces. It works by inhibiting action of the prokaryotic 30S ribosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4980": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2156": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2157": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4985": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2403": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2400": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4986": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4989": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4988": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "931": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2158": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "936": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "935": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "934": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5380": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5381": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5382": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5383": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5384": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5385": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5386": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5387": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5388": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5389": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2015": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1955": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1954": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1957": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1956": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1951": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1950": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1953": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1952": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4408": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1959": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1958": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4409": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5545": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4872": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4404": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "829": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "828": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4405": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "825": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "824": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "350", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "827": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "826": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "821": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "820": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "822": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4259": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4407": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4258": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2409": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4400": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4312": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4401": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1483": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1482": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1481": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1480": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5498": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5499": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1485": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1484": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5494": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5495": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5496": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5497": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5490": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3303": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36295": {"category_aro_name": "spiramycin", "category_aro_cvterm_id": "36295", "category_aro_accession": "3000156", "category_aro_class_name": "Antibiotic", "category_aro_description": "Spiramycin is a 16-membered macrolide and is natural product produced by Streptomyces ambofaciens. It binds to the 50S subunit of bacterial ribosomes and inhibits peptidyl transfer activity to disrupt protein synthesis."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3300": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3301": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35964": {"category_aro_name": "lincomycin", "category_aro_cvterm_id": "35964", "category_aro_accession": "0000046", "category_aro_class_name": "Antibiotic", "category_aro_description": "Lincomycin is a lincosamide antibiotic that comes from the actinomyces Streptomyces lincolnensis. It binds to the 23s portion of the 50S subunit of bacterial ribosomes and inhibit early elongation of peptide chain by inhibiting transpeptidase reaction."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1713": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "50", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1712": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5250": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "794": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "793": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "792": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "791": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "790": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1719": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1718": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "799": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "798": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"37139": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45735": {"category_aro_name": "fusidane antibiotic", "category_aro_cvterm_id": "45735", "category_aro_accession": "3007153", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics possessing steroid rings or steroid-like structures."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "612": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2144": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4319": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4978": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1272": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4979": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1139": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1138": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4386": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1133": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1132": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1131": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1130": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1137": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1136": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1135": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1275": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4974": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4257": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2793": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3378": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4256": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4976": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4977": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3013": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3014": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3015": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "519": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "518": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "125", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4972": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1009": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1008": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1007": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "510": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "513": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1004": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1003": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1002": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1001": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1000": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1227": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4188": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1225": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "620": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1223": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1222": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "625": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1220": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4181": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4180": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "629": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "628": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4185": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4184": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1229": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1228": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5663": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5662": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5661": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5660": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5666": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4349": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4348": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4347": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4346": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4345": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4344": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4343": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4342": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4341": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4340": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2882": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2880": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2881": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2886": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"36989": {"category_aro_name": "cefotaxime", "category_aro_cvterm_id": "36989", "category_aro_accession": "3000645", "category_aro_class_name": "Antibiotic", "category_aro_description": "Cefotaxime is a semisynthetic cephalosporin taken parenterally. It is resistant to most beta-lactamases and active against Gram-negative rods and cocci due to its aminothiazoyl and methoximino functional groups."}, "36988": {"category_aro_name": "cefaclor", "category_aro_cvterm_id": "36988", "category_aro_accession": "3000644", "category_aro_class_name": "Antibiotic", "category_aro_description": "Cefaclor is a semisynthetic cephalosporin derived from cephalexin. It has broad-spectrum antibiotic activity."}, "36981": {"category_aro_name": "ampicillin", "category_aro_cvterm_id": "36981", "category_aro_accession": "3000637", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ampicillin is a penicillin derivative that is highly acid stable, with its activity similar to benzylpenicillin."}, "36993": {"category_aro_name": "cefditoren", "category_aro_cvterm_id": "36993", "category_aro_accession": "3000649", "category_aro_class_name": "Antibiotic", "category_aro_description": "Cefditoren is a semisynthetic cephalosporin active against staphylococci, streptococci, and and most enterobacteria. It is resistant to staphylococcal and most enterobacterial beta-lactamases, and is usually taken as the prodrug cefditoren pivoxil."}, "35979": {"category_aro_name": "ceftriaxone", "category_aro_cvterm_id": "35979", "category_aro_accession": "0000062", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ceftriaxone is a third-generation cephalosporin antibiotic. The presence of an aminothiazolyl sidechain increases ceftriazone's resistance to beta-lactamases. Like other third-generation cephalosporins, it has broad spectrum activity against Gram-positive and Gram-negative bacteria."}, "36994": {"category_aro_name": "cefdinir", "category_aro_cvterm_id": "36994", "category_aro_accession": "3000650", "category_aro_class_name": "Antibiotic", "category_aro_description": "Cefdinir is similar to cefixime with a modified side-chain at its 7-amino position. It also shares similar activity with cefixime but is more active against staphylococci. It has also be shown to enhance phagocytosis."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2884": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2885": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2888": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2889": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1081": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4392": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3878": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3879": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1561": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "175", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3870": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3871": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3872": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3873": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3874": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3875": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3876": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3877": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1286": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5434": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "11": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "10": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "13": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "12": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "15": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "14": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "17": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5718": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5717": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5716": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5715": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5714": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5713": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5712": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5711": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5710": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3272": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3904": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3905": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3906": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3907": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3900": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3270": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3902": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3903": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3271": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3908": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3909": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2743": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "4761": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4760": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4763": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4762": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4765": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4764": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4767": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4766": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4769": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4768": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5372": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4167": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4166": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4165": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4164": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4163": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4162": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4161": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4160": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4268": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4169": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4168": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "678": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1534": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4321": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "201": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "200": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "203": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "202": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "205": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "204": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "207": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "206": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "209": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_name": "AAC(3)-Ib/AAC(6')-Ib'' fusion protein", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "208": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4717": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3901": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3476": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "679": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1573": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3477": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1572": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4320": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3470": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "948": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1571": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3471": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2245": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1570": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3472": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1745": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2231": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2230": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2233": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2232": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2235": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2234": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1576": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5090": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1575": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5091": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1574": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$delete": ["36659"], "$insert": {"45734": {"category_aro_name": "isoniazid-like antibiotic", "category_aro_cvterm_id": "45734", "category_aro_accession": "3007152", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics containing isoniazid and its derivatives."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "5092": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5093": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "229": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "175", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3498": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3499": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3496": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3497": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3494": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2184": {"$update": {"model_description": "Gene Cluster Meta-Models (PKM) are used to curate spatial clusters of individual genes within operons, such as for glycopeptide resistance gene clusters. The individual genes will have their own individual detection models (e.g. PHM, PVM, POM, etc.) while the PKM checks to see if all the component genes of the cluster have a Strict or Perfect hit and are ordered correctly within an operon. PKMs are encoded using the gene order parameter. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"40297": {"$update": {"param_description": "Spatial clusters of genes are encoded using the gene order parameter: [gene type]:[cvterm_id],[gene type]:[cvterm_id], etc. The gene type designations are: R = regulatory, C = core, A = accessory."}}}}}}, "3492": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3493": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3490": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3491": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4570": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4571": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2097": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2096": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2091": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2090": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2093": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4607": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3654": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$delete": ["42994"], "$insert": {"45742": {"category_aro_name": "zoliflodacin-like antibiotic", "category_aro_cvterm_id": "45742", "category_aro_accession": "3007160", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics including the experimental compound zoliflodacin and its derivatives."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4579": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3656": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3657": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2099": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2098": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3652": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3653": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2525": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2524": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2527": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35974": {"category_aro_name": "telithromycin", "category_aro_cvterm_id": "35974", "category_aro_accession": "0000057", "category_aro_class_name": "Antibiotic", "category_aro_description": "Telithromycin is a semi-synthetic derivative of erythromycin. It is a 14-membered macrolide and is the first ketolide antibiotic to be used in clinics. Telithromycin binds the 50S subunit of the bacterial ribosome to inhibit protein synthesis."}, "36284": {"category_aro_name": "tylosin", "category_aro_cvterm_id": "36284", "category_aro_accession": "3000145", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tylosin is a 16-membered macrolide, naturally produced by Streptomyces fradiae. It interacts with the bacterial ribosome 50S subunit to inhibit protein synthesis."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2526": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2521": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35959": {"category_aro_name": "bacitracin", "category_aro_cvterm_id": "35959", "category_aro_accession": "0000041", "category_aro_class_name": "Antibiotic", "category_aro_description": "Bacitracin is a mixture of related cyclic polypeptides produced by organisms of the licheniformis group of Bacillus subtilis var Tracy. Bacitracin interferes with the dephosphorylation of the C55-isoprenyl pyrophosphate, a molecule which carries the building blocks of the peptidoglycan bacterial cell wall outside of the inner membrane."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2520": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2523": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2522": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4602": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2529": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2528": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4603": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "472": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4600": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5639": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2666": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$delete": ["36659"], "$insert": {"45734": {"category_aro_name": "isoniazid-like antibiotic", "category_aro_cvterm_id": "45734", "category_aro_accession": "3007152", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics containing isoniazid and its derivatives."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2791": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "5575": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4601": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4888": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4889": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5067": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5066": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5061": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5060": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5063": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5062": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2705": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "4881": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2707": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "2706": {"$update": {"model_description": "Protein Knockout Models (PKM) reflect resistance by the absence of a gene product, most often deletion of a gene involved in antibiotic import, such as Vibrio cholerae OmpT. Like Protein Homolog Models (PHMs), PKMs include a reference sequence and a bitscore cut-off for detection using BLASTP but instead are designed to only report lack of detection under Perfect or Strict criteria. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4884": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4885": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4886": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4887": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5574": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1829": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1828": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1825": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1824": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1827": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1826": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1821": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1820": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4402": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4403": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "928": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "929": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2145": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2412": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2143": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2142": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2141": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2140": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "920": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "921": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "922": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "923": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4970": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4971": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2149": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4973": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5393": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5392": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5391": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5390": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5397": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5396": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5395": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5394": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2411": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "5399": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5398": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4326": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1920": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1921": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1922": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1923": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1924": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "350", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1925": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1926": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1927": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1928": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1929": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4226": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3278": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3474": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3475": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "830": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "831": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "836": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "837": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "834": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$delete": ["35944"], "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3473": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4220": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "838": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "839": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3478": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3479": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4221": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4222": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4248": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4622": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4223": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "671": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1986": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5586": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3956": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2178": {"$update": {"model_description": "Gene Cluster Meta-Models (PKM) are used to curate spatial clusters of individual genes within operons, such as for glycopeptide resistance gene clusters. The individual genes will have their own individual detection models (e.g. PHM, PVM, POM, etc.) while the PKM checks to see if all the component genes of the cluster have a Strict or Perfect hit and are ordered correctly within an operon. PKMs are encoded using the gene order parameter. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"40297": {"$update": {"param_description": "Spatial clusters of genes are encoded using the gene order parameter: [gene type]:[cvterm_id],[gene type]:[cvterm_id], etc. The gene type designations are: R = regulatory, C = core, A = accessory."}}}}}}, "5587": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2794": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}}}}}, "3868": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5584": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3941": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3319": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3318": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5585": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5421": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5489": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5488": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5487": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5486": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3313": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5484": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5483": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5482": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5481": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5480": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "784": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "785": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "786": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "200", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "787": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5249": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "781": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "782": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "783": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1726": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1727": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1724": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "200", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5246": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "788": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "789": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1720": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1721": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "5627": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2361": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4711": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5626": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2355": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5625": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3954": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3330": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"35991": {"category_aro_name": "moxifloxacin", "category_aro_cvterm_id": "35991", "category_aro_accession": "0000074", "category_aro_class_name": "Antibiotic", "category_aro_description": "Moxifloxacin is a fourth generation synthetic fluoroquinolone chemotherapeutic agent, and has been shown to be significantly more active than levofloxacin (4 to 8 times more) against Streptococcus pneumoniae. It acts by inhibiting bacterial DNA topoisomerases."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "5624": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5623": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1042": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "925": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "60": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3311": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "62": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "63": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "64": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5621": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "66": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3310": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "68": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "69": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5620": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5485": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5635": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1371": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1588": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3312": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"35920": {"category_aro_name": "fluoroquinolone antibiotic", "category_aro_cvterm_id": "35920", "category_aro_accession": "0000001", "category_aro_class_name": "Drug Class", "category_aro_description": "The fluoroquinolones are a family of synthetic broad-spectrum antibiotics that are 4-quinolone-3-carboxylates. These compounds interact with topoisomerase II (DNA gyrase) to disrupt bacterial DNA replication, damage DNA, and cause cell death."}, "35991": {"category_aro_name": "moxifloxacin", "category_aro_cvterm_id": "35991", "category_aro_accession": "0000074", "category_aro_class_name": "Antibiotic", "category_aro_description": "Moxifloxacin is a fourth generation synthetic fluoroquinolone chemotherapeutic agent, and has been shown to be significantly more active than levofloxacin (4 to 8 times more) against Streptococcus pneumoniae. It acts by inhibiting bacterial DNA topoisomerases."}, "36297": {"category_aro_name": "azithromycin", "category_aro_cvterm_id": "36297", "category_aro_accession": "3000158", "category_aro_class_name": "Antibiotic", "category_aro_description": "Azithromycin is a 15-membered macrolide and falls under the subclass of azalide. Like other macrolides, azithromycin binds bacterial ribosomes to inhibit protein synthesis. The nitrogen substitution at the C-9a position prevents its degradation."}}}, "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1370": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1582": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3315": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1580": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1581": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1586": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "405": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1584": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3314": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2433": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1038": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "404": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3317": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "508": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2432": {"$update": {"model_description": "Protein Knockout Models (PKM) reflect resistance by the absence of a gene product, most often deletion of a gene involved in antibiotic import, such as Vibrio cholerae OmpT. Like Protein Homolog Models (PHMs), PKMs include a reference sequence and a bitscore cut-off for detection using BLASTP but instead are designed to only report lack of detection under Perfect or Strict criteria. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "ARO_category": {"$insert": {"36309": {"category_aro_name": "imipenem", "category_aro_cvterm_id": "36309", "category_aro_accession": "3000170", "category_aro_class_name": "Antibiotic", "category_aro_description": "Imipenem is a broad-spectrum antibiotic and is usually taken with cilastatin, which prevents hydrolysis of imipenem by renal dehydropeptidase-I. It is resistant to hydrolysis by most other beta-lactamases. Notable exceptions are the KPC beta-lactamases and Ambler Class B enzymes."}, "40926": {"category_aro_name": "cefamandole", "category_aro_cvterm_id": "40926", "category_aro_accession": "3003999", "category_aro_class_name": "Antibiotic", "category_aro_description": "Cefamandole is a second-generation cephalosporin-class beta-lactam antibiotic."}, "36976": {"category_aro_name": "benzylpenicillin", "category_aro_cvterm_id": "36976", "category_aro_accession": "3000632", "category_aro_class_name": "Antibiotic", "category_aro_description": "Benzylpenicillin, commonly referred to as penicillin G, is effective against both Gram-positive and Gram-negative bacteria. It is unstable in acid."}, "35977": {"category_aro_name": "ceftazidime", "category_aro_cvterm_id": "35977", "category_aro_accession": "0000060", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ceftazidime is a third-generation cephalosporin antibiotic. Like other third-generation cephalosporins, it has broad spectrum activity against Gram-positive and Gram-negative bacteria. Unlike most third-generation agents, it is active against Pseudomonas aeruginosa, however it has weaker activity against Gram-positive microorganisms and is not used for such infections."}, "35976": {"category_aro_name": "cefepime", "category_aro_cvterm_id": "35976", "category_aro_accession": "0000059", "category_aro_class_name": "Antibiotic", "category_aro_description": "Cefepime (INN) is a fourth-generation cephalosporin antibiotic developed in 1994. It contains an aminothiazolyl group that decreases its affinity with beta-lactamases. Cefepime shows high binding affinity with penicillin-binding proteins and has an extended spectrum of activity against Gram-positive and Gram-negative bacteria, with greater activity against both Gram-negative and Gram-positive organisms than third-generation agents."}, "36981": {"category_aro_name": "ampicillin", "category_aro_cvterm_id": "36981", "category_aro_accession": "3000637", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ampicillin is a penicillin derivative that is highly acid stable, with its activity similar to benzylpenicillin."}, "37084": {"category_aro_name": "cefalotin", "category_aro_cvterm_id": "37084", "category_aro_accession": "3000704", "category_aro_class_name": "Antibiotic", "category_aro_description": "Cefalotin is a semisynthetic cephalosporin antibiotic activate against staphylococci. It is resistant to staphylococci beta-lactamases but hydrolyzed by enterobacterial beta-lactamases."}, "35979": {"category_aro_name": "ceftriaxone", "category_aro_cvterm_id": "35979", "category_aro_accession": "0000062", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ceftriaxone is a third-generation cephalosporin antibiotic. The presence of an aminothiazolyl sidechain increases ceftriazone's resistance to beta-lactamases. Like other third-generation cephalosporins, it has broad spectrum activity against Gram-positive and Gram-negative bacteria."}, "35927": {"category_aro_name": "cefoxitin", "category_aro_cvterm_id": "35927", "category_aro_accession": "0000008", "category_aro_class_name": "Antibiotic", "category_aro_description": "Cefoxitin is a cephamycin antibiotic often grouped with the second generation cephalosporins. Cefoxitin is bactericidal and acts by inhibiting the synthesis of the peptidoglycan layer of bacterial cell walls. The peptidoglycan layer is important for cell wall structural integrity, especially in Gram-positive organisms. Cefoxitin's 7-alpha-methoxy group and 3' leaving group make it a poor substrate for most beta-lactamases."}, "35987": {"category_aro_name": "ertapenem", "category_aro_cvterm_id": "35987", "category_aro_accession": "0000070", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ertapenem is a carbapenem antibiotic and is highly resistant to beta-lactamases like other carbapenems. It inhibits bacterial cell wall synthesis."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1032": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "403": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1030": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3316": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "502": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "503": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "500": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "501": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1212": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1213": {"$update": {"model_description": "Protein Overexpression Models (POM) are similar to Protein Variant Models (PVM) in that they include a protein reference sequence, a curated BLASTP bitscore cut-off, and mapped resistance variants. Whereas PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, reporting only those with curated mutations conferring AMR, POMs are restricted to regulatory proteins and report both wild-type sequences and/or sequences with mutations leading to overexpression of efflux complexes. The former lead to efflux of antibiotics at basal levels, while the latter can confer clinical resistance. POMs include a protein reference sequence (often from wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Perfect RGI match is 100% identical to the wild-type reference protein sequence along its entire length, a Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value may or may not contain at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off may or may not contain at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"41345": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter used when a set of insertion mutations are reported in a nucleotide sequence format, encoded as [+]nt[position]:[nucleotides], for example +nt391:GG. Such mutations may be of variable length, possibly causing a frameshift but not causing premature termination or a functional knockout."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1210": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "633": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1216": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "635": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "636": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "637": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "638": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "639": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1218": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1219": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4378": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1394": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5658": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5659": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4372": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "780": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4370": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2416": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5652": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4377": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4374": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4375": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "465": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2899": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1728": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4636": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2895": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2894": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2897": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1729": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2891": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2890": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2893": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1454": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1455": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1456": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1457": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1102": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1103": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1452": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1101": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4457": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1458": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5247": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1108": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4830": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4080": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4081": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3869": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1725": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4085": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3863": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1722": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3861": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3860": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3867": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3866": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3865": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1723": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1357": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3837": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$delete": ["40958"], "$insert": {"45738": {"category_aro_name": "thioamide antibiotic", "category_aro_cvterm_id": "45738", "category_aro_accession": "3007156", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics possessing the thioamide functional group."}}}, "model_param": {"$update": {"40394": {"$update": {"param_description": "A nucleotide substitution resulting in a change from an amino acid codon to a STOP codon, encoded as [wild type amino acid][position][STOP], for example Q42STOP."}}, "41345": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter used when a set of insertion mutations are reported in a nucleotide sequence format, encoded as [+]nt[position]:[nucleotides], for example +nt391:GG. Such mutations may be of variable length, possibly causing a frameshift but not causing premature termination or a functional knockout."}}, "41343": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a nucleotide sequence format, encoded as [-]nt[position]:[nucleotides], for example -nt25:T."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5243": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5242": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1577": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5728": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5729": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5722": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5723": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5720": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5721": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5726": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5727": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5724": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2805": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4832": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4903": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3917": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4923": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3915": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3914": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3913": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3912": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3911": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2137": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "5631": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2134": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3919": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3918": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4692": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4798": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4799": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4794": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4795": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4796": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4797": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4790": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4791": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4792": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2133": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4152": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4153": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4150": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4151": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4156": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4157": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4154": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4155": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5632": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4158": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4159": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4338": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4699": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "460": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4698": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4929": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4034": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "216": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "217": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "200", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "214": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "215": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "212": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "213": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "210": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "211": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3331": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1530": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4036": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "218": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35940": {"category_aro_name": "ribostamycin", "category_aro_cvterm_id": "35940", "category_aro_accession": "0000021", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ribostamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Ribostamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35924": {"category_aro_name": "neomycin", "category_aro_cvterm_id": "35924", "category_aro_accession": "0000005", "category_aro_class_name": "Antibiotic", "category_aro_description": "Neomycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Neomycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "219": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4837": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2139": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1112": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4393": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3285": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37012": {"category_aro_name": "oxytetracycline", "category_aro_cvterm_id": "37012", "category_aro_accession": "3000668", "category_aro_class_name": "Antibiotic", "category_aro_description": "Oxytetracycline is a derivative of tetracycline with a 5-hydroxyl group. Its activity is similar to other tetracyclines."}, "35968": {"category_aro_name": "tetracycline", "category_aro_cvterm_id": "35968", "category_aro_accession": "0000051", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tetracycline is a broad-spectrum polyketide antibiotic produced by many Streptomyces. It works by inhibiting action of the prokaryotic 30S ribosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "462": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"41344": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter is used when a set of insertion mutations are reported in a peptide sequence format, encoded as [+][AAs][position range], for example +D345 or +MPL110-112."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "939": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3782": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3489": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3488": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3481": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3480": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3483": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3482": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3485": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3484": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3487": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3486": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4563": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4562": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4561": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4560": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4567": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4566": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3649": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"43161": {"$update": {"param_description": "A mutation in the promoter region of a gene which alters transcription of that gene. This is a pilot parameter in need of further documentation."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4564": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3646": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"43161": {"$update": {"param_description": "A mutation in the promoter region of a gene which alters transcription of that gene. This is a pilot parameter in need of further documentation."}}, "blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3645": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3644": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3643": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3642": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3641": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3640": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2550": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"37007": {"category_aro_name": "ofloxacin", "category_aro_cvterm_id": "37007", "category_aro_accession": "3000663", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ofloxacin is a 6-fluoro, 7-piperazinyl quinolone with a methyl-substituted oxazine ring. It has a broad spectrum of activity including many enterobacteria and mycoplasma but most anaerobes are resistant."}, "35988": {"category_aro_name": "levofloxacin", "category_aro_cvterm_id": "35988", "category_aro_accession": "0000071", "category_aro_class_name": "Antibiotic", "category_aro_description": "Levofloxacin is a synthetic chemotherapeutic antibiotic of the fluoroquinolone drug class. Its main target is topoisomerase IV, inhibiting its function and disrupting DNA replication."}, "37003": {"category_aro_name": "gatifloxacin", "category_aro_cvterm_id": "37003", "category_aro_accession": "3000659", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gatifloxacin is an 8-methoxy, 7-piperazinyl, 6-fluoroquinolone that can be taken orally or by intravenous administration. It is active against most Gram-positive and Gram-negative bacteria, but inactive against non-fermenting Gram-negative rods including Pseudomonas aeruginosa."}, "35991": {"category_aro_name": "moxifloxacin", "category_aro_cvterm_id": "35991", "category_aro_accession": "0000074", "category_aro_class_name": "Antibiotic", "category_aro_description": "Moxifloxacin is a fourth generation synthetic fluoroquinolone chemotherapeutic agent, and has been shown to be significantly more active than levofloxacin (4 to 8 times more) against Streptococcus pneumoniae. It acts by inhibiting bacterial DNA topoisomerases."}, "35954": {"category_aro_name": "ciprofloxacin", "category_aro_cvterm_id": "35954", "category_aro_accession": "0000036", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ciprofloxacin is a bacteriocidal fluoroquinolone. It blocks bacterial DNA replication by binding to the toposiomerase II or IV-DNA complex (or cleavable complex), thereby causing double-stranded breaks in the bacterial chromosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}}}}}, "2551": {"$update": {"model_description": "Gene Cluster Meta-Models (PKM) are used to curate spatial clusters of individual genes within operons, such as for glycopeptide resistance gene clusters. The individual genes will have their own individual detection models (e.g. PHM, PVM, POM, etc.) while the PKM checks to see if all the component genes of the cluster have a Strict or Perfect hit and are ordered correctly within an operon. PKMs are encoded using the gene order parameter. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}}, "model_param": {"$update": {"40297": {"$update": {"param_description": "Spatial clusters of genes are encoded using the gene order parameter: [gene type]:[cvterm_id],[gene type]:[cvterm_id], etc. The gene type designations are: R = regulatory, C = core, A = accessory."}}}}}}, "2012": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "61": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2396": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2397": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2394": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2395": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2398": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "65": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5010": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2779": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4899": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4898": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5014": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5015": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5016": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5017": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2770": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2771": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4891": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4890": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2774": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2775": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4895": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4894": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1401": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4710": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5165": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1858": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1859": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1850": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4419": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4418": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4417": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4416": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1852": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35922": {"category_aro_name": "astromicin", "category_aro_cvterm_id": "35922", "category_aro_accession": "0000003", "category_aro_class_name": "Antibiotic", "category_aro_description": "Astromicin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Astromicin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1853": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1854": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4412": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1856": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1857": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5691": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "919": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "918": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4969": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4968": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "915": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "914": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "917": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4964": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "911": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "910": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "913": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "912": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5432": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5450": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3847": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35952": {"category_aro_name": "streptogramin A antibiotic", "category_aro_cvterm_id": "35952", "category_aro_accession": "0000034", "category_aro_class_name": "Drug Class", "category_aro_description": "Streptogramin A antibiotics are cyclic polyketide peptide hybrids that bind to the ribosomal peptidyl transfer centre. Structural variation arises from substituting a proline for its desaturated derivative and by its substitution for Ala or Cys. Used alone, streptogramin A antibiotics are bacteriostatic, but is bactericidal when used with streptogramin B antibiotics."}, "35964": {"category_aro_name": "lincomycin", "category_aro_cvterm_id": "35964", "category_aro_accession": "0000046", "category_aro_class_name": "Antibiotic", "category_aro_description": "Lincomycin is a lincosamide antibiotic that comes from the actinomyces Streptomyces lincolnensis. It binds to the 23s portion of the 50S subunit of bacterial ribosomes and inhibit early elongation of peptide chain by inhibiting transpeptidase reaction."}, "37013": {"category_aro_name": "virginiamycin M1", "category_aro_cvterm_id": "37013", "category_aro_accession": "3000669", "category_aro_class_name": "Antibiotic", "category_aro_description": "Virginiamycin M1 is a streptogramin A antibiotic."}, "37015": {"category_aro_name": "tiamulin", "category_aro_cvterm_id": "37015", "category_aro_accession": "3000671", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tiamulin is a pleuromutilin derivative currently used in veterinary medicine. It binds to the 23 rRNA of the 50S ribosomal subunit to inhibit protein translation."}, "35983": {"category_aro_name": "clindamycin", "category_aro_cvterm_id": "35983", "category_aro_accession": "0000066", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clindamycin is a lincosamide antibiotic that blocks A-site aminoacyl-tRNA binding. It is usually used to treat infections with anaerobic bacteria but can also be used to treat some protozoal diseases, such as malaria."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4479": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5433": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4270": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3846": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35954": {"category_aro_name": "ciprofloxacin", "category_aro_cvterm_id": "35954", "category_aro_accession": "0000036", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ciprofloxacin is a bacteriocidal fluoroquinolone. It blocks bacterial DNA replication by binding to the toposiomerase II or IV-DNA complex (or cleavable complex), thereby causing double-stranded breaks in the bacterial chromosome."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5430": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1933": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1932": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1931": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1589": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5128": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5287": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1935": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"40438": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions in different genes that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [cvterm_id gene 1],[SNP 1],[SNP 2],etc+[cvterm_id gene 2],[SNP 1],[SNP 2],etc. For example: 39879,A90V,M94V+40052,D472H."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}}}}}, "1934": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35964": {"category_aro_name": "lincomycin", "category_aro_cvterm_id": "35964", "category_aro_accession": "0000046", "category_aro_class_name": "Antibiotic", "category_aro_description": "Lincomycin is a lincosamide antibiotic that comes from the actinomyces Streptomyces lincolnensis. It binds to the 23s portion of the 50S subunit of bacterial ribosomes and inhibit early elongation of peptide chain by inhibiting transpeptidase reaction."}, "35983": {"category_aro_name": "clindamycin", "category_aro_cvterm_id": "35983", "category_aro_accession": "0000066", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clindamycin is a lincosamide antibiotic that blocks A-site aminoacyl-tRNA binding. It is usually used to treat infections with anaerobic bacteria but can also be used to treat some protozoal diseases, such as malaria."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3269": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"36308": {"category_aro_name": "rifampin", "category_aro_cvterm_id": "36308", "category_aro_accession": "3000169", "category_aro_class_name": "Antibiotic", "category_aro_description": "Rifampin is a semi-synthetic rifamycin, and inhibits RNA synthesis by binding to RNA polymerase. Rifampin is the mainstay agent for the treatment of tuberculosis, leprosy and complicated Gram-positive infections."}, "36656": {"category_aro_name": "rifaximin", "category_aro_cvterm_id": "36656", "category_aro_accession": "3000517", "category_aro_class_name": "Antibiotic", "category_aro_description": "Rifaximin is a semi-synthetic rifamycin used to treat traveller's diarrhea. Rifaximin inhibits RNA synthesis by binding to the beta subunit of bacterial RNA polymerase."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}}}}}, "3368": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"45749": {"category_aro_name": "evernimicin", "category_aro_cvterm_id": "45749", "category_aro_accession": "3007167", "category_aro_class_name": "Antibiotic", "category_aro_description": "Evernimicin is a veterinary oligosaccharide antibiotic of the orthosomycin group of orthoester antibiotics. Along with avilamycin, it exhibits activity against a variety of Gram-positive and -negative bacteria and is primarily used in livestock feed."}, "45748": {"category_aro_name": "orthosomycin antibiotic", "category_aro_cvterm_id": "45748", "category_aro_accession": "3007166", "category_aro_class_name": "Drug Class", "category_aro_description": "Orthosomycins are a group of experimental/veterinary orthoester and oligosaccharide antibiotics that target the 70s ribosomal subunit. They are generally no longer considered potential clinical antibiotics, but continue to be used in livestock feed and for experimental purposes."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1939": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1938": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5120": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5121": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5122": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5123": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "847": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "846": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "845": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "844": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "843": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "842": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36593": {"category_aro_name": "polymyxin B", "category_aro_cvterm_id": "36593", "category_aro_accession": "3000454", "category_aro_class_name": "Antibiotic", "category_aro_description": "Polymyxin B is mixture of mostly polymyxins B1 and B2, mainly used for resistant gram-negative infections. They are polypeptides with cationic detergent action on cell membranes."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3461": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3460": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4277": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5435": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "849": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "848": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3364": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"37139": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45735": {"category_aro_name": "fusidane antibiotic", "category_aro_cvterm_id": "45735", "category_aro_accession": "3007153", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics possessing steroid rings or steroid-like structures."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5278": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1583": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4927": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5452": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5439": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "932": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5308": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1587": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"36727": {"$update": {"category_aro_description": "Serine beta-lactamase inhibitor targeting class A, class C, and some class D enzymes."}}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2407": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"35988": {"category_aro_name": "levofloxacin", "category_aro_cvterm_id": "35988", "category_aro_accession": "0000071", "category_aro_class_name": "Antibiotic", "category_aro_description": "Levofloxacin is a synthetic chemotherapeutic antibiotic of the fluoroquinolone drug class. Its main target is topoisomerase IV, inhibiting its function and disrupting DNA replication."}, "37006": {"category_aro_name": "norfloxacin", "category_aro_cvterm_id": "37006", "category_aro_accession": "3000662", "category_aro_class_name": "Antibiotic", "category_aro_description": "Norfloxacin is a 6-fluoro, 7-piperazinyl quinolone with a wide range of activity against Gram-negative bacteria. It is inactive against most anaerobes."}, "35954": {"category_aro_name": "ciprofloxacin", "category_aro_cvterm_id": "35954", "category_aro_accession": "0000036", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ciprofloxacin is a bacteriocidal fluoroquinolone. It blocks bacterial DNA replication by binding to the toposiomerase II or IV-DNA complex (or cleavable complex), thereby causing double-stranded breaks in the bacterial chromosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1585": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5453": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1739": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1738": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5309": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1731": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1730": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1733": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1732": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5234": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5235": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1737": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1736": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3945": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1039": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5454": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "753": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "752": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "751": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "750": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "757": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "756": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "755": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3783": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "759": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "509": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3780": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1595": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35934": {"category_aro_name": "methicillin", "category_aro_cvterm_id": "35934", "category_aro_accession": "0000015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Derived from penicillin to combat penicillin-resistance, methicillin is insensitive to beta-lactamases (also known as penicillinases) secreted by many penicillin-resistant bacteria. Methicillin is bactericidal, and acts by inhibiting the synthesis of the peptidoglycan layer of bacterial cell walls. The peptidoglycan layer is important for cell wall structural integrity, especially in Gram-positive organisms."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "506": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3322": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3781": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1591": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1590": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3076": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "507": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5455": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1599": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1598": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3787": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$delete": ["36017", "40360", "35939", "35951", "35962", "41445", "35923"], "$insert": {"36192": {"category_aro_name": "peptide antibiotic", "category_aro_cvterm_id": "36192", "category_aro_accession": "3000053", "category_aro_class_name": "Drug Class", "category_aro_description": "Peptide antibiotics have a wide range of antibacterial mechanisms, depending on the amino acids that make up the antibiotic, although most act to disrupt the cell membrane in some manner. Subclasses of peptide antibiotics can include additional sidechains of other types, such as lipids in the case of the lipopeptide antibiotics."}, "41446": {"category_aro_name": "General Bacterial Porin with reduced permeability to peptide antibiotics", "category_aro_cvterm_id": "41446", "category_aro_accession": "3004282", "category_aro_class_name": "AMR Gene Family", "category_aro_description": "These are GBPs that are associated with decreased susceptibility to peptide antibiotics either through mutations in the porin protein, absence of the porin protein, or expression of the porin protein."}, "36593": {"category_aro_name": "polymyxin B", "category_aro_cvterm_id": "36593", "category_aro_accession": "3000454", "category_aro_class_name": "Antibiotic", "category_aro_description": "Polymyxin B is mixture of mostly polymyxins B1 and B2, mainly used for resistant gram-negative infections. They are polypeptides with cationic detergent action on cell membranes."}, "37037": {"category_aro_name": "defensin", "category_aro_cvterm_id": "37037", "category_aro_accession": "3000693", "category_aro_class_name": "Antibiotic", "category_aro_description": "Defensins are natural cationic peptides that have antibiotic properties. It is part of the innate immune system of plants and animals."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1025": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1024": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1027": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1031": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1021": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5341": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5342": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1022": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "995": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1036": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "50", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3785": {"$update": {"model_description": "Protein Knockout Models (PKM) reflect resistance by the absence of a gene product, most often deletion of a gene involved in antibiotic import, such as Vibrio cholerae OmpT. Like Protein Homolog Models (PHMs), PKMs include a reference sequence and a bitscore cut-off for detection using BLASTP but instead are designed to only report lack of detection under Perfect or Strict criteria. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software."}}, "1029": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1028": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1037": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1034": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5456": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1035": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3951": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "605": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "604": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "607": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "606": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "601": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "600": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "603": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4362": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1205": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1207": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1206": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1201": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "608": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1203": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$update": {"36659": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45734": {"category_aro_name": "isoniazid-like antibiotic", "category_aro_cvterm_id": "45734", "category_aro_accession": "3007152", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics containing isoniazid and its derivatives."}}}, "model_param": {"$update": {"41345": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter used when a set of insertion mutations are reported in a nucleotide sequence format, encoded as [+]nt[position]:[nucleotides], for example +nt391:GG. Such mutations may be of variable length, possibly causing a frameshift but not causing premature termination or a functional knockout."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1202": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5649": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5648": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1211": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5457": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5641": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5640": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5643": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5642": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5645": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5644": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5647": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4276": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5422": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1214": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1215": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1447": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1110": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1113": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1444": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1443": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1114": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1441": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"42781": {"category_aro_name": "cefpirome", "category_aro_cvterm_id": "42781", "category_aro_accession": "3004726", "category_aro_class_name": "Antibiotic", "category_aro_description": "Cefpirome is a fourth generation cephalosporin with activity against methicillin-susceptible Staphylococcus aureus, coagulase-negative staphylococci and viridans group streptococci, and in vitro activity towards Streptococcus pneumoniae."}, "36309": {"category_aro_name": "imipenem", "category_aro_cvterm_id": "36309", "category_aro_accession": "3000170", "category_aro_class_name": "Antibiotic", "category_aro_description": "Imipenem is a broad-spectrum antibiotic and is usually taken with cilastatin, which prevents hydrolysis of imipenem by renal dehydropeptidase-I. It is resistant to hydrolysis by most other beta-lactamases. Notable exceptions are the KPC beta-lactamases and Ambler Class B enzymes."}, "35976": {"category_aro_name": "cefepime", "category_aro_cvterm_id": "35976", "category_aro_accession": "0000059", "category_aro_class_name": "Antibiotic", "category_aro_description": "Cefepime (INN) is a fourth-generation cephalosporin antibiotic developed in 1994. It contains an aminothiazolyl group that decreases its affinity with beta-lactamases. Cefepime shows high binding affinity with penicillin-binding proteins and has an extended spectrum of activity against Gram-positive and Gram-negative bacteria, with greater activity against both Gram-negative and Gram-positive organisms than third-generation agents."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1116": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1119": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1118": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1351": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1449": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1448": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4093": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4092": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4091": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4278": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4097": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4096": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4095": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4094": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5068": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2401": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"35954": {"category_aro_name": "ciprofloxacin", "category_aro_cvterm_id": "35954", "category_aro_accession": "0000036", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ciprofloxacin is a bacteriocidal fluoroquinolone. It blocks bacterial DNA replication by binding to the toposiomerase II or IV-DNA complex (or cleavable complex), thereby causing double-stranded breaks in the bacterial chromosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4099": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4098": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2059": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4585": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5737": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5736": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5731": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5231": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "489": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"41345": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter used when a set of insertion mutations are reported in a nucleotide sequence format, encoded as [+]nt[position]:[nucleotides], for example +nt391:GG. Such mutations may be of variable length, possibly causing a frameshift but not causing premature termination or a functional knockout."}}, "41343": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a nucleotide sequence format, encoded as [-]nt[position]:[nucleotides], for example -nt25:T."}}, "40394": {"$update": {"param_description": "A nucleotide substitution resulting in a change from an amino acid codon to a STOP codon, encoded as [wild type amino acid][position][STOP], for example Q42STOP."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "488": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "487": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "486": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "485": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "484": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5739": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5738": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "481": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "480": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5555": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4586": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4853": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5176": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "451": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4827": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4852": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4725": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4379": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4851": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4724": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5300": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4850": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4727": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3922": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3923": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3920": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3926": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3927": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3924": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3925": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1006": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4721": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3928": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3929": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3993": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5656": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4327": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4723": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4789": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4373": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4787": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4786": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4785": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2306": {"$update": {"model_description": "Protein Overexpression Models (POM) are similar to Protein Variant Models (PVM) in that they include a protein reference sequence, a curated BLASTP bitscore cut-off, and mapped resistance variants. Whereas PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, reporting only those with curated mutations conferring AMR, POMs are restricted to regulatory proteins and report both wild-type sequences and/or sequences with mutations leading to overexpression of efflux complexes. The former lead to efflux of antibiotics at basal levels, while the latter can confer clinical resistance. POMs include a protein reference sequence (often from wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Perfect RGI match is 100% identical to the wild-type reference protein sequence along its entire length, a Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value may or may not contain at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off may or may not contain at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4783": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4782": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4781": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4780": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4371": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4149": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4148": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4145": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4144": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4147": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4146": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4141": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4140": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4143": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4142": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3856": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3857": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3854": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3855": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3852": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3853": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3850": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3851": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5651": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3858": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3859": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "252": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4814": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5239": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3294": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5403": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "924": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "16": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4304": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2288": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$update": {"36659": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45734": {"category_aro_name": "isoniazid-like antibiotic", "category_aro_cvterm_id": "45734", "category_aro_accession": "3007152", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics containing isoniazid and its derivatives."}}}, "model_param": {"$update": {"41345": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter used when a set of insertion mutations are reported in a nucleotide sequence format, encoded as [+]nt[position]:[nucleotides], for example +nt391:GG. Such mutations may be of variable length, possibly causing a frameshift but not causing premature termination or a functional knockout."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "456": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2896": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "199": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "198": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "195": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "194": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "197": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "196": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}}}}}, "191": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "190": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "193": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "192": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "19": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4558": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4559": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4556": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4557": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4554": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4555": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4552": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4553": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4550": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4551": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1106": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1107": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "141": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1104": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "464": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "18": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2381": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"41345": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter used when a set of insertion mutations are reported in a nucleotide sequence format, encoded as [+]nt[position]:[nucleotides], for example +nt391:GG. Such mutations may be of variable length, possibly causing a frameshift but not causing premature termination or a functional knockout."}}, "41343": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a nucleotide sequence format, encoded as [-]nt[position]:[nucleotides], for example -nt25:T."}}, "40394": {"$update": {"param_description": "A nucleotide substitution resulting in a change from an amino acid codon to a STOP codon, encoded as [wild type amino acid][position][STOP], for example Q42STOP."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2380": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"41345": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter used when a set of insertion mutations are reported in a nucleotide sequence format, encoded as [+]nt[position]:[nucleotides], for example +nt391:GG. Such mutations may be of variable length, possibly causing a frameshift but not causing premature termination or a functional knockout."}}, "41343": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a nucleotide sequence format, encoded as [-]nt[position]:[nucleotides], for example -nt25:T."}}, "40394": {"$update": {"param_description": "A nucleotide substitution resulting in a change from an amino acid codon to a STOP codon, encoded as [wild type amino acid][position][STOP], for example Q42STOP."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2383": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1105": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2387": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36723": {"category_aro_name": "quinupristin", "category_aro_cvterm_id": "36723", "category_aro_accession": "3000584", "category_aro_class_name": "Antibiotic", "category_aro_description": "Quinupristin is a type B streptogramin and a semisynthetic derivative of pristinamycin 1A. It is a component of the drug Synercid and interacts with the 50S subunit of the bacterial ribosome to inhibit protein synthesis."}, "35967": {"category_aro_name": "streptogramin B antibiotic", "category_aro_cvterm_id": "35967", "category_aro_accession": "0000050", "category_aro_class_name": "Drug Class", "category_aro_description": "Streptogramin B antibiotics are are cyclic hepta- or hexa-depsipeptides.  Type B streptogramins block the peptide exit tunnel of the 50S bacterial ribosome. The general composition of group B streptogramins is 3-hydroxypicolinic acid-L-Thr-D-aminobutyric acid (or D-Ala)-L-Pro-L-Phe (or 4-N-,N-(dimethylamino)-L-Phe)-X-L-phenylglycine. Used alone, streptogramin B antibiotics are bacteriostatic, but is bactericidal when used with streptogramin A antibiotics."}, "35964": {"category_aro_name": "lincomycin", "category_aro_cvterm_id": "35964", "category_aro_accession": "0000046", "category_aro_class_name": "Antibiotic", "category_aro_description": "Lincomycin is a lincosamide antibiotic that comes from the actinomyces Streptomyces lincolnensis. It binds to the 23s portion of the 50S subunit of bacterial ribosomes and inhibit early elongation of peptide chain by inhibiting transpeptidase reaction."}, "35983": {"category_aro_name": "clindamycin", "category_aro_cvterm_id": "35983", "category_aro_accession": "0000066", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clindamycin is a lincosamide antibiotic that blocks A-site aminoacyl-tRNA binding. It is usually used to treat infections with anaerobic bacteria but can also be used to treat some protozoal diseases, such as malaria."}, "36295": {"category_aro_name": "spiramycin", "category_aro_cvterm_id": "36295", "category_aro_accession": "3000156", "category_aro_class_name": "Antibiotic", "category_aro_description": "Spiramycin is a 16-membered macrolide and is natural product produced by Streptomyces ambofaciens. It binds to the 50S subunit of bacterial ribosomes and inhibits peptidyl transfer activity to disrupt protein synthesis."}, "36297": {"category_aro_name": "azithromycin", "category_aro_cvterm_id": "36297", "category_aro_accession": "3000158", "category_aro_class_name": "Antibiotic", "category_aro_description": "Azithromycin is a 15-membered macrolide and falls under the subclass of azalide. Like other macrolides, azithromycin binds bacterial ribosomes to inhibit protein synthesis. The nitrogen substitution at the C-9a position prevents its degradation."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2386": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1450": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1451": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3580": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3581": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2769": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "3583": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3584": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5006": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3586": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3587": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3588": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3589": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2761": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "2760": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "2766": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "2765": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "3668": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3379": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5428": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1486": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "902": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "903": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "900": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1848": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "906": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "907": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "904": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4621": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1843": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36998": {"category_aro_name": "arbekacin", "category_aro_cvterm_id": "36998", "category_aro_accession": "3000654", "category_aro_class_name": "Antibiotic", "category_aro_description": "A synthetic derivative (1-N-(4-amino-2-hydroxybutyryl) of dibekacin used in Japan. It is active against methicillin-resistant Staph. aureus and shows synergy with ampicillin when treating gentamicin and vancomycin resistant enterocci."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4423": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "908": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "909": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1847": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1846": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1845": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1844": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4308": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4958": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4959": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5402": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4952": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4953": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4950": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4951": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4956": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4957": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4954": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4625": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5233": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2614": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4626": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2147": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4627": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4082": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3255": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4083": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3298": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1944": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1908": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1909": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5137": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5136": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5135": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1905": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1902": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3291": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35967": {"category_aro_name": "streptogramin B antibiotic", "category_aro_cvterm_id": "35967", "category_aro_accession": "0000050", "category_aro_class_name": "Drug Class", "category_aro_description": "Streptogramin B antibiotics are are cyclic hepta- or hexa-depsipeptides.  Type B streptogramins block the peptide exit tunnel of the 50S bacterial ribosome. The general composition of group B streptogramins is 3-hydroxypicolinic acid-L-Thr-D-aminobutyric acid (or D-Ala)-L-Pro-L-Phe (or 4-N-,N-(dimethylamino)-L-Phe)-X-L-phenylglycine. Used alone, streptogramin B antibiotics are bacteriostatic, but is bactericidal when used with streptogramin A antibiotics."}, "36722": {"category_aro_name": "pristinamycin IA", "category_aro_cvterm_id": "36722", "category_aro_accession": "3000583", "category_aro_class_name": "Antibiotic", "category_aro_description": "Pristinamycin IA is a type B streptogramin antibiotic produced by Streptomyces pristinaespiralis. It binds to the P site of the 50S subunit of the bacterial ribosome, preventing the extension of protein chains."}, "35983": {"category_aro_name": "clindamycin", "category_aro_cvterm_id": "35983", "category_aro_accession": "0000066", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clindamycin is a lincosamide antibiotic that blocks A-site aminoacyl-tRNA binding. It is usually used to treat infections with anaerobic bacteria but can also be used to treat some protozoal diseases, such as malaria."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1900": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5130": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3452": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3453": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "856": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3451": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "850": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "851": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$update": {"39997": {"$update": {"category_aro_class_name": "Antibiotic", "category_aro_description": "Pyrazinamide is an antimycobacterial. It is highly specific and active only against Mycobacterium tuberculosis. This compound is a prodrug and needs to be activated inside the cell. It interferes with the bacterium's ability to synthesize new fatty acids, causing cell death."}}}, "$insert": {"45737": {"category_aro_name": "pyrazine antibiotic", "category_aro_cvterm_id": "45737", "category_aro_accession": "3007155", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from pyrazine."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "41345": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter used when a set of insertion mutations are reported in a nucleotide sequence format, encoded as [+]nt[position]:[nucleotides], for example +nt391:GG. Such mutations may be of variable length, possibly causing a frameshift but not causing premature termination or a functional knockout."}}, "41343": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a nucleotide sequence format, encoded as [-]nt[position]:[nucleotides], for example -nt25:T."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}, "40394": {"$update": {"param_description": "A nucleotide substitution resulting in a change from an amino acid codon to a STOP codon, encoded as [wild type amino acid][position][STOP], for example Q42STOP."}}}}}}, "3454": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3455": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5356": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3458": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3459": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "858": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5083": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3293": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36291": {"category_aro_name": "minocycline", "category_aro_cvterm_id": "36291", "category_aro_accession": "3000152", "category_aro_class_name": "Antibiotic", "category_aro_description": "Minocycline is second generation semi-synthetic derivative of the tetracycline group of antibiotics. It inhibits bacterial protein synthesis by binding to the 30S subunit of the bacterial ribosome and preventing the aminotransferase-tRNA from associating with the ribosome."}, "37012": {"category_aro_name": "oxytetracycline", "category_aro_cvterm_id": "37012", "category_aro_accession": "3000668", "category_aro_class_name": "Antibiotic", "category_aro_description": "Oxytetracycline is a derivative of tetracycline with a 5-hydroxyl group. Its activity is similar to other tetracyclines."}, "35968": {"category_aro_name": "tetracycline", "category_aro_cvterm_id": "35968", "category_aro_accession": "0000051", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tetracycline is a broad-spectrum polyketide antibiotic produced by many Streptomyces. It works by inhibiting action of the prokaryotic 30S ribosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4088": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2787": {"$update": {"model_description": "Protein Knockout Models (PKM) reflect resistance by the absence of a gene product, most often deletion of a gene involved in antibiotic import, such as Vibrio cholerae OmpT. Like Protein Homolog Models (PHMs), PKMs include a reference sequence and a bitscore cut-off for detection using BLASTP but instead are designed to only report lack of detection under Perfect or Strict criteria. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3862": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4546": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4428": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5082": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4813": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5424": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5155": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3864": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5229": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5228": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5223": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5222": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5221": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5220": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5227": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5226": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5225": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5224": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "669": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4588": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "616": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1554": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "740": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "741": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "742": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "743": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "744": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "745": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "746": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "747": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "748": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"37139": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45735": {"category_aro_name": "fusidane antibiotic", "category_aro_cvterm_id": "45735", "category_aro_accession": "3007153", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics possessing steroid rings or steroid-like structures."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4811": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5426": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5401": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2912": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3361": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35964": {"category_aro_name": "lincomycin", "category_aro_cvterm_id": "35964", "category_aro_accession": "0000046", "category_aro_class_name": "Antibiotic", "category_aro_description": "Lincomycin is a lincosamide antibiotic that comes from the actinomyces Streptomyces lincolnensis. It binds to the 23s portion of the 50S subunit of bacterial ribosomes and inhibit early elongation of peptide chain by inhibiting transpeptidase reaction."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1798": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "926": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3971": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3952": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5357": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1051": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1052": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5354": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5353": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1055": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1056": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5350": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1058": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1059": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3989": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5359": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5358": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1696": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1697": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1694": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1695": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1692": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1693": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1690": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1691": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5657": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1791": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1698": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1699": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "200", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4310": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1279": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "618": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "619": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4314": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4817": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4316": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4317": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1270": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1271": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "610": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "611": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1274": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "617": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "614": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1277": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1795": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "615": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4429": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1794": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4380": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3308": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37012": {"category_aro_name": "oxytetracycline", "category_aro_cvterm_id": "37012", "category_aro_accession": "3000668", "category_aro_class_name": "Antibiotic", "category_aro_description": "Oxytetracycline is a derivative of tetracycline with a 5-hydroxyl group. Its activity is similar to other tetracyclines."}, "35968": {"category_aro_name": "tetracycline", "category_aro_cvterm_id": "35968", "category_aro_accession": "0000051", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tetracycline is a broad-spectrum polyketide antibiotic produced by many Streptomyces. It works by inhibiting action of the prokaryotic 30S ribosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3333": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4816": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5423": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3332": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5491": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4269": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1492": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1472": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1473": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1470": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1471": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1476": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1474": {"$update": {"model_description": "Protein Overexpression Models (POM) are similar to Protein Variant Models (PVM) in that they include a protein reference sequence, a curated BLASTP bitscore cut-off, and mapped resistance variants. Whereas PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, reporting only those with curated mutations conferring AMR, POMs are restricted to regulatory proteins and report both wild-type sequences and/or sequences with mutations leading to overexpression of efflux complexes. The former lead to efflux of antibiotics at basal levels, while the latter can confer clinical resistance. POMs include a protein reference sequence (often from wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Perfect RGI match is 100% identical to the wild-type reference protein sequence along its entire length, a Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value may or may not contain at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off may or may not contain at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1475": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3337": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1478": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1479": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2747": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "1495": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1304": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1305": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1306": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1307": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1300": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1301": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1303": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2005": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3334": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1308": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "200", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1309": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5740": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5469": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5742": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35983": {"category_aro_name": "clindamycin", "category_aro_cvterm_id": "35983", "category_aro_accession": "0000066", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clindamycin is a lincosamide antibiotic that blocks A-site aminoacyl-tRNA binding. It is usually used to treat infections with anaerobic bacteria but can also be used to treat some protozoal diseases, such as malaria."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5743": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36297": {"category_aro_name": "azithromycin", "category_aro_cvterm_id": "36297", "category_aro_accession": "3000158", "category_aro_class_name": "Antibiotic", "category_aro_description": "Azithromycin is a 15-membered macrolide and falls under the subclass of azalide. Like other macrolides, azithromycin binds bacterial ribosomes to inhibit protein synthesis. The nitrogen substitution at the C-9a position prevents its degradation."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "498": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "499": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5746": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37019": {"category_aro_name": "pristinamycin IB", "category_aro_cvterm_id": "37019", "category_aro_accession": "3000675", "category_aro_class_name": "Antibiotic", "category_aro_description": "Pristinamycin IB is a class B streptogramin similar to pristinamycin IA, the former containing a N-methyl-4-(methylamino)phenylalanine instead of a N-methyl-4-(dimethylamino)phenylalanine in its class A streptogramin counterpart (one less methyl group)."}, "35967": {"category_aro_name": "streptogramin B antibiotic", "category_aro_cvterm_id": "35967", "category_aro_accession": "0000050", "category_aro_class_name": "Drug Class", "category_aro_description": "Streptogramin B antibiotics are are cyclic hepta- or hexa-depsipeptides.  Type B streptogramins block the peptide exit tunnel of the 50S bacterial ribosome. The general composition of group B streptogramins is 3-hydroxypicolinic acid-L-Thr-D-aminobutyric acid (or D-Ala)-L-Pro-L-Phe (or 4-N-,N-(dimethylamino)-L-Phe)-X-L-phenylglycine. Used alone, streptogramin B antibiotics are bacteriostatic, but is bactericidal when used with streptogramin A antibiotics."}, "35982": {"category_aro_name": "clarithromycin", "category_aro_cvterm_id": "35982", "category_aro_accession": "0000065", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clarithromycin is a methyl derivative of erythromycin, sharing the 14-carbon macrolide ring. The antibiotic binds to the 50S subunit of the ribosome and is used to treat pharyngitis, tonsillitis, acute maxillary sinusitis, acute bacterial exacerbation of chronic bronchitis, pneumonia (especially atypical pneumonias associated with Chlamydia pneumoniae or TWAR), and skin structure infections."}, "35983": {"category_aro_name": "clindamycin", "category_aro_cvterm_id": "35983", "category_aro_accession": "0000066", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clindamycin is a lincosamide antibiotic that blocks A-site aminoacyl-tRNA binding. It is usually used to treat infections with anaerobic bacteria but can also be used to treat some protozoal diseases, such as malaria."}, "36297": {"category_aro_name": "azithromycin", "category_aro_cvterm_id": "36297", "category_aro_accession": "3000158", "category_aro_class_name": "Antibiotic", "category_aro_description": "Azithromycin is a 15-membered macrolide and falls under the subclass of azalide. Like other macrolides, azithromycin binds bacterial ribosomes to inhibit protein synthesis. The nitrogen substitution at the C-9a position prevents its degradation."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1499": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5748": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5749": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "496": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "497": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "490": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "491": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "492": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "493": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "24": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"37139": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45735": {"category_aro_name": "fusidane antibiotic", "category_aro_cvterm_id": "45735", "category_aro_accession": "3007153", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics possessing steroid rings or steroid-like structures."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "25": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "26": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "27": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35964": {"category_aro_name": "lincomycin", "category_aro_cvterm_id": "35964", "category_aro_accession": "0000046", "category_aro_class_name": "Antibiotic", "category_aro_description": "Lincomycin is a lincosamide antibiotic that comes from the actinomyces Streptomyces lincolnensis. It binds to the 23s portion of the 50S subunit of bacterial ribosomes and inhibit early elongation of peptide chain by inhibiting transpeptidase reaction."}, "45751": {"category_aro_name": "pirlimycin", "category_aro_cvterm_id": "45751", "category_aro_accession": "3007169", "category_aro_class_name": "Antibiotic", "category_aro_description": "Pirlimycin is an experimental/veterinary lincosamide antibiotic. Although not approved for use in humans, pirlimycin is commonly used to treat mammary gland infections in cattle."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "20": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "21": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5580": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "23": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "927": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "28": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "29": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "5588": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5589": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4311": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "901": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3262": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5037": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5034": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5267": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5035": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3939": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3938": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4415": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5266": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3935": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3934": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3937": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3936": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3931": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3930": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3933": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3932": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1703": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$delete": ["35944"], "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5420": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5263": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5262": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4138": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4139": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5261": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4434": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4130": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4131": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4132": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4133": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4134": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4135": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4136": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4137": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5692": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5693": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5690": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3842": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35954": {"category_aro_name": "ciprofloxacin", "category_aro_cvterm_id": "35954", "category_aro_accession": "0000036", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ciprofloxacin is a bacteriocidal fluoroquinolone. It blocks bacterial DNA replication by binding to the toposiomerase II or IV-DNA complex (or cleavable complex), thereby causing double-stranded breaks in the bacterial chromosome."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5696": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5697": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5694": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5695": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3849": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3848": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5698": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5699": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4612": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5302": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4430": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5303": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4433": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3916": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5304": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4432": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5305": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3267": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "5306": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5268": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "301": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4044": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4045": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4046": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4047": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4040": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4041": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4042": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4043": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4315": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3910": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4048": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4049": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "946": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3786": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "7": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3982": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3665": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3664": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3666": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3661": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3660": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3663": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3662": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2281": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2282": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2283": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2284": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$delete": ["35944"], "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2285": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$delete": ["35944"], "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"40394": {"$update": {"param_description": "A nucleotide substitution resulting in a change from an amino acid codon to a STOP codon, encoded as [wild type amino acid][position][STOP], for example Q42STOP."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2286": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$delete": ["35944"], "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2287": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$update": {"36659": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45734": {"category_aro_name": "isoniazid-like antibiotic", "category_aro_cvterm_id": "45734", "category_aro_accession": "3007152", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics containing isoniazid and its derivatives."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4549": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4548": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5152": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4946": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4541": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4540": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4543": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4542": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4545": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4544": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4547": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4539": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4828": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5655": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2762": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "690": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2056": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5583": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4826": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2378": {"$update": {"model_description": "Protein Knockout Models (PKM) reflect resistance by the absence of a gene product, most often deletion of a gene involved in antibiotic import, such as Vibrio cholerae OmpT. Like Protein Homolog Models (PHMs), PKMs include a reference sequence and a bitscore cut-off for detection using BLASTP but instead are designed to only report lack of detection under Perfect or Strict criteria. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}}}, "2379": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4535": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2374": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2375": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2376": {"$update": {"model_description": "Protein Knockout Models (PKM) reflect resistance by the absence of a gene product, most often deletion of a gene involved in antibiotic import, such as Vibrio cholerae OmpT. Like Protein Homolog Models (PHMs), PKMs include a reference sequence and a bitscore cut-off for detection using BLASTP but instead are designed to only report lack of detection under Perfect or Strict criteria. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}}}, "2377": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2370": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2371": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2372": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"41343": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a nucleotide sequence format, encoded as [-]nt[position]:[nucleotides], for example -nt25:T."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}}}}}, "2373": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3593": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3592": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3591": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3590": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4318": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3596": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3595": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3594": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5036": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4822": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3599": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3598": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5032": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5033": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5030": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5031": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1876": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1877": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1874": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1875": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1872": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "125", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1873": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35964": {"category_aro_name": "lincomycin", "category_aro_cvterm_id": "35964", "category_aro_accession": "0000046", "category_aro_class_name": "Antibiotic", "category_aro_description": "Lincomycin is a lincosamide antibiotic that comes from the actinomyces Streptomyces lincolnensis. It binds to the 23s portion of the 50S subunit of bacterial ribosomes and inhibit early elongation of peptide chain by inhibiting transpeptidase reaction."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1870": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1871": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5158": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1083": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4533": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4439": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4438": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1878": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1879": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "977": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "976": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "975": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "974": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "973": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "972": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4943": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "970": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5581": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1080": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4949": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4948": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "979": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "978": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "182": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "183": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "180": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "181": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "186": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "187": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "184": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "185": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2110": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2111": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "188": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "189": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2114": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2115": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2116": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1559": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5248": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4820": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4089": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1919": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1918": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5108": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5109": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "602": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4924": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3289": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37012": {"category_aro_name": "oxytetracycline", "category_aro_cvterm_id": "37012", "category_aro_accession": "3000668", "category_aro_class_name": "Antibiotic", "category_aro_description": "Oxytetracycline is a derivative of tetracycline with a 5-hydroxyl group. Its activity is similar to other tetracyclines."}, "35968": {"category_aro_name": "tetracycline", "category_aro_cvterm_id": "35968", "category_aro_accession": "0000051", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tetracycline is a broad-spectrum polyketide antibiotic produced by many Streptomyces. It works by inhibiting action of the prokaryotic 30S ribosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3288": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37012": {"category_aro_name": "oxytetracycline", "category_aro_cvterm_id": "37012", "category_aro_accession": "3000668", "category_aro_class_name": "Antibiotic", "category_aro_description": "Oxytetracycline is a derivative of tetracycline with a 5-hydroxyl group. Its activity is similar to other tetracyclines."}, "35968": {"category_aro_name": "tetracycline", "category_aro_cvterm_id": "35968", "category_aro_accession": "0000051", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tetracycline is a broad-spectrum polyketide antibiotic produced by many Streptomyces. It works by inhibiting action of the prokaryotic 30S ribosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3287": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37012": {"category_aro_name": "oxytetracycline", "category_aro_cvterm_id": "37012", "category_aro_accession": "3000668", "category_aro_class_name": "Antibiotic", "category_aro_description": "Oxytetracycline is a derivative of tetracycline with a 5-hydroxyl group. Its activity is similar to other tetracyclines."}, "35968": {"category_aro_name": "tetracycline", "category_aro_cvterm_id": "35968", "category_aro_accession": "0000051", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tetracycline is a broad-spectrum polyketide antibiotic produced by many Streptomyces. It works by inhibiting action of the prokaryotic 30S ribosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3286": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5100": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5101": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3283": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1914": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3281": {"$update": {"model_description": "Protein Knockout Models (PKM) reflect resistance by the absence of a gene product, most often deletion of a gene involved in antibiotic import, such as Vibrio cholerae OmpT. Like Protein Homolog Models (PHMs), PKMs include a reference sequence and a bitscore cut-off for detection using BLASTP but instead are designed to only report lack of detection under Perfect or Strict criteria. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3280": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "869": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "868": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2113": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3449": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3448": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "861": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "860": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "863": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3446": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3441": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3440": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "867": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "866": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2756": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2025": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2026": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2027": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2752": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35958": {"category_aro_name": "streptomycin", "category_aro_cvterm_id": "35958", "category_aro_accession": "0000040", "category_aro_class_name": "Antibiotic", "category_aro_description": "Streptomycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Streptomycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35957": {"category_aro_name": "spectinomycin", "category_aro_cvterm_id": "35957", "category_aro_accession": "0000039", "category_aro_class_name": "Antibiotic", "category_aro_description": "Spectinomycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Spectinomycin works by binding to the bacterial 30S ribosomal subunit inhibiting translation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2753": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2022": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2023": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3144": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2117": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1243": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2029": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2758": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2759": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "883": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "882": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "881": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "880": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "887": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "886": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "885": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "884": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4217": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4017": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "889": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "888": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5216": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5217": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5214": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5215": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5212": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5213": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5210": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5211": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4014": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "832": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5245": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5218": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5219": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3970": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "356": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35964": {"category_aro_name": "lincomycin", "category_aro_cvterm_id": "35964", "category_aro_accession": "0000046", "category_aro_class_name": "Antibiotic", "category_aro_description": "Lincomycin is a lincosamide antibiotic that comes from the actinomyces Streptomyces lincolnensis. It binds to the 23s portion of the 50S subunit of bacterial ribosomes and inhibit early elongation of peptide chain by inhibiting transpeptidase reaction."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5682": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "354": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5549": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3988": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5244": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3973": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "775": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "774": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "776": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "771": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "770": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "773": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "772": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4596": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "779": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "778": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "77": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "76": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "75": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"37139": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45735": {"category_aro_name": "fusidane antibiotic", "category_aro_cvterm_id": "45735", "category_aro_accession": "3007153", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics possessing steroid rings or steroid-like structures."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "74": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "73": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "72": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "71": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "70": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1916": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5410": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5438": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "944": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "79": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "78": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5362": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5363": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1041": {"$update": {"model_description": "Protein Overexpression Models (POM) are similar to Protein Variant Models (PVM) in that they include a protein reference sequence, a curated BLASTP bitscore cut-off, and mapped resistance variants. Whereas PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, reporting only those with curated mutations conferring AMR, POMs are restricted to regulatory proteins and report both wild-type sequences and/or sequences with mutations leading to overexpression of efflux complexes. The former lead to efflux of antibiotics at basal levels, while the latter can confer clinical resistance. POMs include a protein reference sequence (often from wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Perfect RGI match is 100% identical to the wild-type reference protein sequence along its entire length, a Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value may or may not contain at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off may or may not contain at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1040": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1047": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1046": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37018": {"category_aro_name": "dalfopristin", "category_aro_cvterm_id": "37018", "category_aro_accession": "3000674", "category_aro_class_name": "Antibiotic", "category_aro_description": "Dalfopristin is a water-soluble semi-synthetic derivative of pristinamycin IIA. It is produced by Streptomyces pristinaespiralis and is used in combination with quinupristin in a 7:3 ratio. Both work together to inhibit protein synthesis, and is active against Gram-positive bacteria."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1045": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37627": {"category_aro_name": "carbomycin", "category_aro_cvterm_id": "37627", "category_aro_accession": "3001228", "category_aro_class_name": "Antibiotic", "category_aro_description": "Produced by Streptomyces halstedii and Streptomyces thermotolerans."}, "35964": {"category_aro_name": "lincomycin", "category_aro_cvterm_id": "35964", "category_aro_accession": "0000046", "category_aro_class_name": "Antibiotic", "category_aro_description": "Lincomycin is a lincosamide antibiotic that comes from the actinomyces Streptomyces lincolnensis. It binds to the 23s portion of the 50S subunit of bacterial ribosomes and inhibit early elongation of peptide chain by inhibiting transpeptidase reaction."}, "36295": {"category_aro_name": "spiramycin", "category_aro_cvterm_id": "36295", "category_aro_accession": "3000156", "category_aro_class_name": "Antibiotic", "category_aro_description": "Spiramycin is a 16-membered macrolide and is natural product produced by Streptomyces ambofaciens. It binds to the 50S subunit of bacterial ribosomes and inhibits peptidyl transfer activity to disrupt protein synthesis."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1044": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "609": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1048": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1681": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1680": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1683": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1682": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1685": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1684": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1687": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1686": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1689": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1688": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3983": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4303": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4302": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1269": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1268": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4307": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4306": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4305": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "668": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "667": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1262": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4309": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "664": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "663": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1266": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1265": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "660": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "5102": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5653": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5094": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4531": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5241": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5103": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1913": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4212": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "67": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3128": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1912": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5153": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1889": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5106": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5107": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5095": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5240": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1469": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1917": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3977": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "520": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1467": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5105": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1461": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1823": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1463": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "521": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1317": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1316": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1315": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1314": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2092": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"40494": {"$update": {"param_description": "A frameshift mutation, caused by a nucleotide insertion or deletion that does not equal 3 bases, encoded as [wild-type][position]fs, for example S531fs. Termination can also be denoted as: Ter[position]fs."}}, "41343": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a nucleotide sequence format, encoded as [-]nt[position]:[nucleotides], for example -nt25:T."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1312": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1311": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1310": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3276": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1319": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1318": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5753": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"35988": {"category_aro_name": "levofloxacin", "category_aro_cvterm_id": "35988", "category_aro_accession": "0000071", "category_aro_class_name": "Antibiotic", "category_aro_description": "Levofloxacin is a synthetic chemotherapeutic antibiotic of the fluoroquinolone drug class. Its main target is topoisomerase IV, inhibiting its function and disrupting DNA replication."}, "37006": {"category_aro_name": "norfloxacin", "category_aro_cvterm_id": "37006", "category_aro_accession": "3000662", "category_aro_class_name": "Antibiotic", "category_aro_description": "Norfloxacin is a 6-fluoro, 7-piperazinyl quinolone with a wide range of activity against Gram-negative bacteria. It is inactive against most anaerobes."}}}, "model_param": {"$update": {"40438": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions in different genes that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [cvterm_id gene 1],[SNP 1],[SNP 2],etc+[cvterm_id gene 2],[SNP 1],[SNP 2],etc. For example: 39879,A90V,M94V+40052,D472H."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "5752": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"40438": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions in different genes that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [cvterm_id gene 1],[SNP 1],[SNP 2],etc+[cvterm_id gene 2],[SNP 1],[SNP 2],etc. For example: 39879,A90V,M94V+40052,D472H."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}}}}}, "5751": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5750": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"35988": {"category_aro_name": "levofloxacin", "category_aro_cvterm_id": "35988", "category_aro_accession": "0000071", "category_aro_class_name": "Antibiotic", "category_aro_description": "Levofloxacin is a synthetic chemotherapeutic antibiotic of the fluoroquinolone drug class. Its main target is topoisomerase IV, inhibiting its function and disrupting DNA replication."}, "35920": {"category_aro_name": "fluoroquinolone antibiotic", "category_aro_cvterm_id": "35920", "category_aro_accession": "0000001", "category_aro_class_name": "Drug Class", "category_aro_description": "The fluoroquinolones are a family of synthetic broad-spectrum antibiotics that are 4-quinolone-3-carboxylates. These compounds interact with topoisomerase II (DNA gyrase) to disrupt bacterial DNA replication, damage DNA, and cause cell death."}, "36308": {"category_aro_name": "rifampin", "category_aro_cvterm_id": "36308", "category_aro_accession": "3000169", "category_aro_class_name": "Antibiotic", "category_aro_description": "Rifampin is a semi-synthetic rifamycin, and inhibits RNA synthesis by binding to RNA polymerase. Rifampin is the mainstay agent for the treatment of tuberculosis, leprosy and complicated Gram-positive infections."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}}}}}, "4608": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5756": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4239": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4238": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4237": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4236": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4235": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4234": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4233": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4232": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4231": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4230": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5591": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5590": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5593": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5592": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5595": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5594": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5597": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5596": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5599": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "528": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4587": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1100": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1011": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3445": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4609": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3444": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "22": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5367": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3447": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3948": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3949": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "319": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "862": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3403": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$delete": ["39997"], "$insert": {"45737": {"category_aro_name": "pyrazine antibiotic", "category_aro_cvterm_id": "45737", "category_aro_accession": "3007155", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from pyrazine."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "41342": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a peptide sequence format, encoded as [-][AAs][position range], for example -K527 or -QN517-518."}}}}}}, "4214": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "313": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "312": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "311": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "310": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3944": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "316": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "315": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3947": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4606": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4216": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3443": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4211": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3442": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4210": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3395": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2024": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4129": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4128": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5791": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4198": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1459": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4123": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4122": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4199": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4127": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2754": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35958": {"category_aro_name": "streptomycin", "category_aro_cvterm_id": "35958", "category_aro_accession": "0000040", "category_aro_class_name": "Antibiotic", "category_aro_description": "Streptomycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Streptomycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35957": {"category_aro_name": "spectinomycin", "category_aro_cvterm_id": "35957", "category_aro_accession": "0000039", "category_aro_class_name": "Antibiotic", "category_aro_description": "Spectinomycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Spectinomycin works by binding to the bacterial 30S ribosomal subunit inhibiting translation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4125": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4124": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1335": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2755": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35958": {"category_aro_name": "streptomycin", "category_aro_cvterm_id": "35958", "category_aro_accession": "0000040", "category_aro_class_name": "Antibiotic", "category_aro_description": "Streptomycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Streptomycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35957": {"category_aro_name": "spectinomycin", "category_aro_cvterm_id": "35957", "category_aro_accession": "0000039", "category_aro_class_name": "Antibiotic", "category_aro_description": "Spectinomycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Spectinomycin works by binding to the bacterial 30S ribosomal subunit inhibiting translation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5689": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5688": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1334": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5685": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2020": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5687": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5686": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5681": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1337": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5683": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2021": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4707": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1336": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2750": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4706": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4192": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2751": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4604": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4705": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4193": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4218": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1822": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1333": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "200", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1709": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3840": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35954": {"category_aro_name": "ciprofloxacin", "category_aro_cvterm_id": "35954", "category_aro_accession": "0000036", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ciprofloxacin is a bacteriocidal fluoroquinolone. It blocks bacterial DNA replication by binding to the toposiomerase II or IV-DNA complex (or cleavable complex), thereby causing double-stranded breaks in the bacterial chromosome."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4925": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1997": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4313": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4702": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4057": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4056": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4055": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4054": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4053": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4052": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4051": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4050": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2028": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4605": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2324": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4059": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4058": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "630": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5194": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3843": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35954": {"category_aro_name": "ciprofloxacin", "category_aro_cvterm_id": "35954", "category_aro_accession": "0000036", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ciprofloxacin is a bacteriocidal fluoroquinolone. It blocks bacterial DNA replication by binding to the toposiomerase II or IV-DNA complex (or cleavable complex), thereby causing double-stranded breaks in the bacterial chromosome."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5674": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5465": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3407": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4359": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3610": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3611": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2299": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2298": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3614": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3615": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3616": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3617": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2293": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3619": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2291": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$delete": ["35944"], "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2290": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$delete": ["35944"], "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2297": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2296": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "631": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2294": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1049": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5301": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5679": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5084": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5252": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "632": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"36593": {"category_aro_name": "polymyxin B", "category_aro_cvterm_id": "36593", "category_aro_accession": "3000454", "category_aro_class_name": "Antibiotic", "category_aro_description": "Polymyxin B is mixture of mostly polymyxins B1 and B2, mainly used for resistant gram-negative infections. They are polypeptides with cationic detergent action on cell membranes."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "5196": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3845": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35954": {"category_aro_name": "ciprofloxacin", "category_aro_cvterm_id": "35954", "category_aro_accession": "0000036", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ciprofloxacin is a bacteriocidal fluoroquinolone. It blocks bacterial DNA replication by binding to the toposiomerase II or IV-DNA complex (or cleavable complex), thereby causing double-stranded breaks in the bacterial chromosome."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4363": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2368": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2367": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2366": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2365": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2364": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2363": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2362": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1244": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2360": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5029": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5028": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5021": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "865": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5023": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5191": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5025": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5024": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5027": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3844": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35954": {"category_aro_name": "ciprofloxacin", "category_aro_cvterm_id": "35954", "category_aro_accession": "0000036", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ciprofloxacin is a bacteriocidal fluoroquinolone. It blocks bacterial DNA replication by binding to the toposiomerase II or IV-DNA complex (or cleavable complex), thereby causing double-stranded breaks in the bacterial chromosome."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1861": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1860": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4442": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1862": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1865": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1864": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1867": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1866": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1869": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1868": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3727": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$delete": ["36659"], "$insert": {"45734": {"category_aro_name": "isoniazid-like antibiotic", "category_aro_cvterm_id": "45734", "category_aro_accession": "3007152", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics containing isoniazid and its derivatives."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4490": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4930": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "965": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4932": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4933": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "960": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "961": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "962": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "963": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "634": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5190": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "401": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "968": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "969": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4688": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4689": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "477": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5577": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2109": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"40438": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions in different genes that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [cvterm_id gene 1],[SNP 1],[SNP 2],etc+[cvterm_id gene 2],[SNP 1],[SNP 2],etc. For example: 39879,A90V,M94V+40052,D472H."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}}}}}, "2108": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "5251": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5576": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2103": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2102": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2100": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2106": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2105": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2104": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "5115": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5114": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5117": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5116": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5111": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5110": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5113": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5112": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5573": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "662": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5119": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5118": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5572": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5256": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2462": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"35988": {"category_aro_name": "levofloxacin", "category_aro_cvterm_id": "35988", "category_aro_accession": "0000071", "category_aro_class_name": "Antibiotic", "category_aro_description": "Levofloxacin is a synthetic chemotherapeutic antibiotic of the fluoroquinolone drug class. Its main target is topoisomerase IV, inhibiting its function and disrupting DNA replication."}, "35954": {"category_aro_name": "ciprofloxacin", "category_aro_cvterm_id": "35954", "category_aro_accession": "0000036", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ciprofloxacin is a bacteriocidal fluoroquinolone. It blocks bacterial DNA replication by binding to the toposiomerase II or IV-DNA complex (or cleavable complex), thereby causing double-stranded breaks in the bacterial chromosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "5571": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1640": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5570": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3765": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$delete": ["35944"], "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5582": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1241": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4936": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "878": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "879": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "876": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "877": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3432": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "875": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "872": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3435": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "870": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "871": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2037": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4593": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4590": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4591": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2745": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "4597": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2031": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4595": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4844": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1245": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4598": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4599": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4840": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4841": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2039": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2038": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "890": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "891": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "892": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4937": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "894": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "895": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "896": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "897": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "898": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"36727": {"$update": {"category_aro_description": "Serine beta-lactamase inhibitor targeting class A, class C, and some class D enzymes."}}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "899": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "646": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5104": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5254": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5201": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5200": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5203": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5202": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5205": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5204": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5207": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "648": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5209": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5208": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5198": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3544": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3545": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3546": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3547": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3540": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3541": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3542": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3543": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4369": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3548": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"36727": {"$update": {"category_aro_description": "Serine beta-lactamase inhibitor targeting class A, class C, and some class D enzymes."}}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3549": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5400": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1911": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5195": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4420": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5291": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5150": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1965": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1964": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5197": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5182": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4939": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1788": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1789": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "768": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "769": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4565": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4368": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1960": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "760": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "761": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "766": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "767": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "764": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "765": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4440": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5193": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2256": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$delete": ["37139"], "$insert": {"45735": {"category_aro_name": "fusidane antibiotic", "category_aro_cvterm_id": "45735", "category_aro_accession": "3007153", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics possessing steroid rings or steroid-like structures."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1963": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4569": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "452": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4568": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5379": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5378": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1078": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1079": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1076": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1077": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1074": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1075": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1072": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1073": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1070": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1071": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1678": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1679": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1674": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1675": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1676": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1677": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1670": {"$update": {"model_description": "Protein Overexpression Models (POM) are similar to Protein Variant Models (PVM) in that they include a protein reference sequence, a curated BLASTP bitscore cut-off, and mapped resistance variants. Whereas PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, reporting only those with curated mutations conferring AMR, POMs are restricted to regulatory proteins and report both wild-type sequences and/or sequences with mutations leading to overexpression of efflux complexes. The former lead to efflux of antibiotics at basal levels, while the latter can confer clinical resistance. POMs include a protein reference sequence (often from wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Perfect RGI match is 100% identical to the wild-type reference protein sequence along its entire length, a Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value may or may not contain at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off may or may not contain at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1671": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1672": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1673": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1094": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1095": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1096": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1097": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1090": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1091": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1092": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1093": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}, "35953": {"category_aro_name": "sisomicin", "category_aro_cvterm_id": "35953", "category_aro_accession": "0000035", "category_aro_class_name": "Antibiotic", "category_aro_description": "Sisomicin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Sisomicin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35956": {"category_aro_name": "netilmicin", "category_aro_cvterm_id": "35956", "category_aro_accession": "0000038", "category_aro_class_name": "Antibiotic", "category_aro_description": "Netilmicin is a member of the aminoglycoside family of antibiotics. These antibiotics have the ability to kill a wide variety of bacteria by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth. Netilmicin is not absorbed from the gut and is therefore only given by injection or infusion. It is only used in the treatment of serious infections particularly those resistant to gentamicin."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "36996": {"category_aro_name": "isepamicin", "category_aro_cvterm_id": "36996", "category_aro_accession": "3000652", "category_aro_class_name": "Antibiotic", "category_aro_description": "A semi-synthetic derivative of gentamicin B (hydroxyamino propionyl genamicin B). It is modified to combat microbial inactivation and has a slightly larger spectrum of activity compared to other aminoglycosides, including Ser marcescens, Enterobacteria, and K pneumoniae."}, "35924": {"category_aro_name": "neomycin", "category_aro_cvterm_id": "35924", "category_aro_accession": "0000005", "category_aro_class_name": "Antibiotic", "category_aro_description": "Neomycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Neomycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "674": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "675": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "676": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "677": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4332": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4333": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "672": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "673": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3135": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3134": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3137": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3136": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3131": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3130": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3133": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3132": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3139": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3138": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1533": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "933": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1915": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4443": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "855": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4982": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1622": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "50", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1418": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1419": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5192": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5147": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4643": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1410": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1411": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1412": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1413": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1414": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1415": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1416": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1417": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1322": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1323": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1320": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"40429": {"category_aro_name": "resistance by absence", "category_aro_cvterm_id": "40429", "category_aro_accession": "3003764", "category_aro_class_name": "Resistance Mechanism", "category_aro_description": "Mechanism of antibiotic resistance conferred by deletion of gene (usually a porin)."}, "36593": {"category_aro_name": "polymyxin B", "category_aro_cvterm_id": "36593", "category_aro_accession": "3000454", "category_aro_class_name": "Antibiotic", "category_aro_description": "Polymyxin B is mixture of mostly polymyxins B1 and B2, mainly used for resistant gram-negative infections. They are polypeptides with cationic detergent action on cell membranes."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1321": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1326": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1327": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1324": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1325": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1328": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1329": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5180": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4647": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4208": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4209": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5768": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5769": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35975": {"category_aro_name": "cefazolin", "category_aro_cvterm_id": "35975", "category_aro_accession": "0000058", "category_aro_class_name": "Antibiotic", "category_aro_description": "Cefazolin (INN), also known as cefazoline or cephazolin, is a first generation cephalosporin antibiotic. It is administered parenterally, and is active against a broad spectrum of bacteria."}, "35981": {"category_aro_name": "amoxicillin", "category_aro_cvterm_id": "35981", "category_aro_accession": "0000064", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amoxicillin is a moderate-spectrum, bacteriolytic, beta-lactam antibiotic used to treat bacterial infections caused by susceptible microorganisms. A derivative of penicillin, it has a wider range of treatment but remains relatively ineffective against Gram-negative bacteria. It is commonly taken with clavulanic acid, a beta-lactamase inhibitor. Like other beta-lactams, amoxicillin interferes with the synthesis of peptidoglycan."}, "40924": {"category_aro_name": "amoxicillin-clavulanic acid", "category_aro_cvterm_id": "40924", "category_aro_accession": "3003997", "category_aro_class_name": "Antibiotic+Adjuvant", "category_aro_description": "An antibiotic cocktail containing the beta-lactam antibiotic Amoxicillin and the beta-lactamase inhibitor Clavulanic Acid (potassium clavulanate)."}, "35996": {"category_aro_name": "clavulanic acid", "category_aro_cvterm_id": "35996", "category_aro_accession": "0000079", "category_aro_class_name": "Adjuvant", "category_aro_description": "Clavulanic acid is a beta-lactamase inhibitor (marketed by GlaxoSmithKline, formerly Beecham) combined with penicillin group antibiotics to overcome certain types of antibiotic resistance. It is used to overcome resistance in bacteria that secrete beta-lactamase, which otherwise inactivates most penicillins."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4202": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4203": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4200": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4201": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4206": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4207": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4204": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4205": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1531": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5568": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5569": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4445": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5564": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5565": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5566": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5567": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5560": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1053": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5562": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5563": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1256": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1257": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1254": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1255": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1520": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1521": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1250": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1251": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1528": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1529": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1258": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1259": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "308": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "309": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3959": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3958": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "300": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "36996": {"category_aro_name": "isepamicin", "category_aro_cvterm_id": "36996", "category_aro_accession": "3000652", "category_aro_class_name": "Antibiotic", "category_aro_description": "A semi-synthetic derivative of gentamicin B (hydroxyamino propionyl genamicin B). It is modified to combat microbial inactivation and has a slightly larger spectrum of activity compared to other aminoglycosides, including Ser marcescens, Enterobacteria, and K pneumoniae."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5186": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "302": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "303": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "304": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "305": {"$update": {"ARO_description": "ChrB is a methyltransferase found in Streptomyces bikiniensis and confers resistance to chalcomycin, mycinamicin, and tylosin. Specifically, this enzyme adds a methyl group to guanosine 748 (E. coli numbering). chrB is found in the chalcomycin biosynthetic cluster and is responsible for self-resistance in S. bikiniensis.", "model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37623": {"category_aro_name": "mycinamicin", "category_aro_cvterm_id": "37623", "category_aro_accession": "3001224", "category_aro_class_name": "Antibiotic", "category_aro_description": "Produced by Micromonospora\u00a0griseorubida."}, "37621": {"category_aro_name": "chalcomycin", "category_aro_cvterm_id": "37621", "category_aro_accession": "3001222", "category_aro_class_name": "Antibiotic", "category_aro_description": "Produced by Streptomyces bikiniensis."}, "36284": {"category_aro_name": "tylosin", "category_aro_cvterm_id": "36284", "category_aro_accession": "3000145", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tylosin is a 16-membered macrolide, naturally produced by Streptomyces fradiae. It interacts with the bacterial ribosome 50S subunit to inhibit protein synthesis."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "306": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "307": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4116": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4117": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4114": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4115": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4112": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4113": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4110": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4111": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1491": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35964": {"category_aro_name": "lincomycin", "category_aro_cvterm_id": "35964", "category_aro_accession": "0000046", "category_aro_class_name": "Antibiotic", "category_aro_description": "Lincomycin is a lincosamide antibiotic that comes from the actinomyces Streptomyces lincolnensis. It binds to the 23s portion of the 50S subunit of bacterial ribosomes and inhibit early elongation of peptide chain by inhibiting transpeptidase reaction."}, "35983": {"category_aro_name": "clindamycin", "category_aro_cvterm_id": "35983", "category_aro_accession": "0000066", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clindamycin is a lincosamide antibiotic that blocks A-site aminoacyl-tRNA binding. It is usually used to treat infections with anaerobic bacteria but can also be used to treat some protozoal diseases, such as malaria."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2036": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1792": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4118": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3343": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2254": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$delete": ["37139"], "$insert": {"45735": {"category_aro_name": "fusidane antibiotic", "category_aro_cvterm_id": "45735", "category_aro_accession": "3007153", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics possessing steroid rings or steroid-like structures."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}}}}}, "2858": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5187": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5020": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5143": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2399": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4249": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3841": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35954": {"category_aro_name": "ciprofloxacin", "category_aro_cvterm_id": "35954", "category_aro_accession": "0000036", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ciprofloxacin is a bacteriocidal fluoroquinolone. It blocks bacterial DNA replication by binding to the toposiomerase II or IV-DNA complex (or cleavable complex), thereby causing double-stranded breaks in the bacterial chromosome."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1565": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4448": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2778": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "852": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5184": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5011": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5012": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5013": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1524": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4449": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4062": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4063": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4060": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4061": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4066": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4067": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4064": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4065": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4261": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4068": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4069": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3412": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5784": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4893": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5786": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5787": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5780": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5781": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5782": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37033": {"category_aro_name": "metronidazole", "category_aro_cvterm_id": "37033", "category_aro_accession": "3000689", "category_aro_class_name": "Antibiotic", "category_aro_description": "Metronidazole is a nitroimidazole that is active against anaerobic bacteria and protozoa. It is not effective against aerobic bacteria. Nitroimidazoles act by oxidizing DNA causing strand breaks and cell death."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5019": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4788": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5788": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5789": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3603": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3602": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3601": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3600": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3607": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3606": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3605": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3604": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4897": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3609": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3608": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5360": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4896": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5038": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5361": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5157": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4638": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5366": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2478": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}}}}}, "623": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4945": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1563": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5364": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5365": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5039": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2035": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2358": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2359": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2352": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2353": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2350": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2351": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "622": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2357": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2354": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3296": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35967": {"category_aro_name": "streptogramin B antibiotic", "category_aro_cvterm_id": "35967", "category_aro_accession": "0000050", "category_aro_class_name": "Drug Class", "category_aro_description": "Streptogramin B antibiotics are are cyclic hepta- or hexa-depsipeptides.  Type B streptogramins block the peptide exit tunnel of the 50S bacterial ribosome. The general composition of group B streptogramins is 3-hydroxypicolinic acid-L-Thr-D-aminobutyric acid (or D-Ala)-L-Pro-L-Phe (or 4-N-,N-(dimethylamino)-L-Phe)-X-L-phenylglycine. Used alone, streptogramin B antibiotics are bacteriostatic, but is bactericidal when used with streptogramin A antibiotics."}, "36722": {"category_aro_name": "pristinamycin IA", "category_aro_cvterm_id": "36722", "category_aro_accession": "3000583", "category_aro_class_name": "Antibiotic", "category_aro_description": "Pristinamycin IA is a type B streptogramin antibiotic produced by Streptomyces pristinaespiralis. It binds to the P site of the 50S subunit of the bacterial ribosome, preventing the extension of protein chains."}, "35983": {"category_aro_name": "clindamycin", "category_aro_cvterm_id": "35983", "category_aro_accession": "0000066", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clindamycin is a lincosamide antibiotic that blocks A-site aminoacyl-tRNA binding. It is usually used to treat infections with anaerobic bacteria but can also be used to treat some protozoal diseases, such as malaria."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5369": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4624": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4453": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4452": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4451": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4450": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1898": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4456": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4455": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4454": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1894": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1895": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4459": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4458": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1890": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1891": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1892": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1893": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2136": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4690": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4921": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4920": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2132": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4926": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2130": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2131": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "951": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "950": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "953": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"41344": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter is used when a set of insertion mutations are reported in a peptide sequence format, encoded as [+][AAs][position range], for example +D345 or +MPL110-112."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "41342": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a peptide sequence format, encoded as [-][AAs][position range], for example -K527 or -QN517-518."}}}}}}, "4928": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "955": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "954": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2138": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "956": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "949": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1442": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1967": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2356": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4574": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5181": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5161": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5162": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5163": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5164": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5265": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5166": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5167": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5168": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5169": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2643": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2644": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2645": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2646": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4803": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4941": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4242": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4804": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4575": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4805": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3429": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3428": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4806": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4106": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3423": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3422": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3421": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3420": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3427": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3426": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3425": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3424": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2002": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2003": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2000": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2001": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4589": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2007": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2004": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1851": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4857": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4584": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4855": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2009": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4581": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4580": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4583": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4582": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4414": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2034": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4413": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4301": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1855": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2152": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2852": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4300": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4411": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4577": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4410": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4825": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3557": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5411": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3555": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3554": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3553": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3552": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3551": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3550": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3950": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3559": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3558": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1263": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "666": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2176": {"$update": {"model_description": "Gene Cluster Meta-Models (PKM) are used to curate spatial clusters of individual genes within operons, such as for glycopeptide resistance gene clusters. The individual genes will have their own individual detection models (e.g. PHM, PVM, POM, etc.) while the PKM checks to see if all the component genes of the cluster have a Strict or Perfect hit and are ordered correctly within an operon. PKMs are encoded using the gene order parameter. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"40297": {"$update": {"param_description": "Spatial clusters of genes are encoded using the gene order parameter: [gene type]:[cvterm_id],[gene type]:[cvterm_id], etc. The gene type designations are: R = regulatory, C = core, A = accessory."}}}}}}, "504": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "665": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4944": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2177": {"$update": {"model_description": "Gene Cluster Meta-Models (PKM) are used to curate spatial clusters of individual genes within operons, such as for glycopeptide resistance gene clusters. The individual genes will have their own individual detection models (e.g. PHM, PVM, POM, etc.) while the PKM checks to see if all the component genes of the cluster have a Strict or Perfect hit and are ordered correctly within an operon. PKMs are encoded using the gene order parameter. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"40297": {"$update": {"param_description": "Spatial clusters of genes are encoded using the gene order parameter: [gene type]:[cvterm_id],[gene type]:[cvterm_id], etc. The gene type designations are: R = regulatory, C = core, A = accessory."}}}}}}, "2910": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1799": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2913": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2914": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36308": {"category_aro_name": "rifampin", "category_aro_cvterm_id": "36308", "category_aro_accession": "3000169", "category_aro_class_name": "Antibiotic", "category_aro_description": "Rifampin is a semi-synthetic rifamycin, and inhibits RNA synthesis by binding to RNA polymerase. Rifampin is the mainstay agent for the treatment of tuberculosis, leprosy and complicated Gram-positive infections."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "719": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "718": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "717": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1267": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "715": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "714": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "713": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "712": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "711": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "710": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4967": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "661": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "716": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4966": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "505": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"41345": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter used when a set of insertion mutations are reported in a nucleotide sequence format, encoded as [+]nt[position]:[nucleotides], for example +nt391:GG. Such mutations may be of variable length, possibly causing a frameshift but not causing premature termination or a functional knockout."}}, "40394": {"$update": {"param_description": "A nucleotide substitution resulting in a change from an amino acid codon to a STOP codon, encoded as [wild type amino acid][position][STOP], for example Q42STOP."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5260": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4965": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1906": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4078": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1069": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1068": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "916": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1061": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1060": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1063": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1062": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1065": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1064": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1067": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1066": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4961": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1669": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1668": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1667": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1666": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "200", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1665": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1664": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1663": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1662": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4435": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1660": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1087": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1086": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "593": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "592": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "595": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "594": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "597": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "596": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "599": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "598": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4322": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4325": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4324": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1089": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1088": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3141": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3142": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3143": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2828": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3145": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5307": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1526": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2824": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2825": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2826": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2827": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$update": {"40948": {"$update": {"category_aro_name": "para-aminosalicylic acid", "category_aro_class_name": "Antibiotic"}}}, "$insert": {"45741": {"category_aro_name": "salicylic acid antibiotic", "category_aro_cvterm_id": "45741", "category_aro_accession": "3007159", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from salicylic acid."}}}, "model_param": {"$update": {"41339": {"$update": {"param_description": "A SNP in the promoter region of a gene which alters transcription of that gene, encoded as nt[wild-type][-][position][mutation], for example ntT-11C. This is a pilot parameter in need of further documentation."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2820": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"37620": {"category_aro_name": "josamycin", "category_aro_cvterm_id": "37620", "category_aro_accession": "3001221", "category_aro_class_name": "Antibiotic", "category_aro_description": "A macrolide antibiotic from Streptomyces narbonensis\u00a0subsp.\u00a0josamyceticus. The drug has antimicrobial activity against a wide spectrum of pathogens."}, "36297": {"category_aro_name": "azithromycin", "category_aro_cvterm_id": "36297", "category_aro_accession": "3000158", "category_aro_class_name": "Antibiotic", "category_aro_description": "Azithromycin is a 15-membered macrolide and falls under the subclass of azalide. Like other macrolides, azithromycin binds bacterial ribosomes to inhibit protein synthesis. The nitrogen substitution at the C-9a position prevents its degradation."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2033": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2822": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"35974": {"category_aro_name": "telithromycin", "category_aro_cvterm_id": "35974", "category_aro_accession": "0000057", "category_aro_class_name": "Antibiotic", "category_aro_description": "Telithromycin is a semi-synthetic derivative of erythromycin. It is a 14-membered macrolide and is the first ketolide antibiotic to be used in clinics. Telithromycin binds the 50S subunit of the bacterial ribosome to inhibit protein synthesis."}, "36297": {"category_aro_name": "azithromycin", "category_aro_cvterm_id": "36297", "category_aro_accession": "3000158", "category_aro_class_name": "Antibiotic", "category_aro_description": "Azithromycin is a 15-membered macrolide and falls under the subclass of azalide. Like other macrolides, azithromycin binds bacterial ribosomes to inhibit protein synthesis. The nitrogen substitution at the C-9a position prevents its degradation."}, "35982": {"category_aro_name": "clarithromycin", "category_aro_cvterm_id": "35982", "category_aro_accession": "0000065", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clarithromycin is a methyl derivative of erythromycin, sharing the 14-carbon macrolide ring. The antibiotic binds to the 50S subunit of the ribosome and is used to treat pharyngitis, tonsillitis, acute maxillary sinusitis, acute bacterial exacerbation of chronic bronchitis, pneumonia (especially atypical pneumonias associated with Chlamydia pneumoniae or TWAR), and skin structure infections."}, "36295": {"category_aro_name": "spiramycin", "category_aro_cvterm_id": "36295", "category_aro_accession": "3000156", "category_aro_class_name": "Antibiotic", "category_aro_description": "Spiramycin is a 16-membered macrolide and is natural product produced by Streptomyces ambofaciens. It binds to the 50S subunit of bacterial ribosomes and inhibits peptidyl transfer activity to disrupt protein synthesis."}, "36284": {"category_aro_name": "tylosin", "category_aro_cvterm_id": "36284", "category_aro_accession": "3000145", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tylosin is a 16-membered macrolide, naturally produced by Streptomyces fradiae. It interacts with the bacterial ribosome 50S subunit to inhibit protein synthesis."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2823": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"35982": {"category_aro_name": "clarithromycin", "category_aro_cvterm_id": "35982", "category_aro_accession": "0000065", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clarithromycin is a methyl derivative of erythromycin, sharing the 14-carbon macrolide ring. The antibiotic binds to the 50S subunit of the ribosome and is used to treat pharyngitis, tonsillitis, acute maxillary sinusitis, acute bacterial exacerbation of chronic bronchitis, pneumonia (especially atypical pneumonias associated with Chlamydia pneumoniae or TWAR), and skin structure infections."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "5414": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5415": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5416": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5417": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3382": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3383": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3380": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3381": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1490": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4807": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5199": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5418": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5419": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3388": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3389": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1409": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1408": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5134": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1403": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1402": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4437": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4963": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1407": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1406": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1405": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1404": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4215": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1546": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35967": {"category_aro_name": "streptogramin B antibiotic", "category_aro_cvterm_id": "35967", "category_aro_accession": "0000050", "category_aro_class_name": "Drug Class", "category_aro_description": "Streptogramin B antibiotics are are cyclic hepta- or hexa-depsipeptides.  Type B streptogramins block the peptide exit tunnel of the 50S bacterial ribosome. The general composition of group B streptogramins is 3-hydroxypicolinic acid-L-Thr-D-aminobutyric acid (or D-Ala)-L-Pro-L-Phe (or 4-N-,N-(dimethylamino)-L-Phe)-X-L-phenylglycine. Used alone, streptogramin B antibiotics are bacteriostatic, but is bactericidal when used with streptogramin A antibiotics."}, "36722": {"category_aro_name": "pristinamycin IA", "category_aro_cvterm_id": "36722", "category_aro_accession": "3000583", "category_aro_class_name": "Antibiotic", "category_aro_description": "Pristinamycin IA is a type B streptogramin antibiotic produced by Streptomyces pristinaespiralis. It binds to the P site of the 50S subunit of the bacterial ribosome, preventing the extension of protein chains."}, "35983": {"category_aro_name": "clindamycin", "category_aro_cvterm_id": "35983", "category_aro_accession": "0000066", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clindamycin is a lincosamide antibiotic that blocks A-site aminoacyl-tRNA binding. It is usually used to treat infections with anaerobic bacteria but can also be used to treat some protozoal diseases, such as malaria."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "449": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "448": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1339": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1338": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4213": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1547": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "443": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "442": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "441": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "440": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "447": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "446": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "445": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "444": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5779": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5778": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "691": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4947": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4623": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4436": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5770": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"36727": {"$update": {"category_aro_description": "Serine beta-lactamase inhibitor targeting class A, class C, and some class D enzymes."}}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5773": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5772": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5775": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5774": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5777": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5776": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"36727": {"$update": {"category_aro_description": "Serine beta-lactamase inhibitor targeting class A, class C, and some class D enzymes."}}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "39": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "38": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1540": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1057": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5578": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "33": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "32": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "31": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "30": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "37": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "36": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "35": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$delete": ["35944"], "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "34": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1537": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1536": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "643": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1242": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "645": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "644": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "647": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1246": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "649": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1248": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5346": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1539": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1538": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1493": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "339": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35958": {"category_aro_name": "streptomycin", "category_aro_cvterm_id": "35958", "category_aro_accession": "0000040", "category_aro_class_name": "Antibiotic", "category_aro_description": "Streptomycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Streptomycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35957": {"category_aro_name": "spectinomycin", "category_aro_cvterm_id": "35957", "category_aro_accession": "0000039", "category_aro_class_name": "Antibiotic", "category_aro_description": "Spectinomycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Spectinomycin works by binding to the bacterial 30S ribosomal subunit inhibiting translation."}, "40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "338": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4391": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "335": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "334": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "337": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3266": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5003": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "330": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "333": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "332": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4101": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4100": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4103": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4102": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4105": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4104": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4107": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3268": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"35988": {"category_aro_name": "levofloxacin", "category_aro_cvterm_id": "35988", "category_aro_accession": "0000071", "category_aro_class_name": "Antibiotic", "category_aro_description": "Levofloxacin is a synthetic chemotherapeutic antibiotic of the fluoroquinolone drug class. Its main target is topoisomerase IV, inhibiting its function and disrupting DNA replication."}, "45747": {"category_aro_name": "gemifloxacin", "category_aro_cvterm_id": "45747", "category_aro_accession": "3007165", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gemifloxacin is a broad-spectrum, fourth generation, oral fluoroquinolone antibiotic used in the treatment of various bacterial infections, primarily in the lungs. It has been discontinued for therapeutic use in the US over concerns of tendon and peripheral neuron toxicity, although it is still available for experimental application and elsewhere for therapeutic use. It is usually administered as a mesylate salt, gemifloxacin mesylate."}, "35991": {"category_aro_name": "moxifloxacin", "category_aro_cvterm_id": "35991", "category_aro_accession": "0000074", "category_aro_class_name": "Antibiotic", "category_aro_description": "Moxifloxacin is a fourth generation synthetic fluoroquinolone chemotherapeutic agent, and has been shown to be significantly more active than levofloxacin (4 to 8 times more) against Streptococcus pneumoniae. It acts by inhibiting bacterial DNA topoisomerases."}, "35954": {"category_aro_name": "ciprofloxacin", "category_aro_cvterm_id": "35954", "category_aro_accession": "0000036", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ciprofloxacin is a bacteriocidal fluoroquinolone. It blocks bacterial DNA replication by binding to the toposiomerase II or IV-DNA complex (or cleavable complex), thereby causing double-stranded breaks in the bacterial chromosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4109": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4108": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "482": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5347": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5771": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5126": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5127": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5002": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1901": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3898": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3899": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3892": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3893": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3890": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3891": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3896": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3897": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3894": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1468": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3467": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3466": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5001": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5133": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3465": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5763": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1464": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3464": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1085": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "8": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3463": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1496": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2119": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2154": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3462": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1466": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4079": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "841": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5000": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4075": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4074": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4077": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "840": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4071": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4070": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4073": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4072": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3966": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3967": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5795": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5794": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3962": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3963": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1910": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3961": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1497": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1462": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1962": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5081": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3968": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3969": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2854": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5088": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3638": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3639": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3636": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3637": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3634": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3635": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3633": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3631": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1400": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4611": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5085": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4610": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1313": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3468": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4613": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2345": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2344": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2347": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2346": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2341": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2340": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2343": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2342": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4615": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2349": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2348": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4614": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4617": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5785": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3964": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1350": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4616": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5005": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3336": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1543": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3669": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4468": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4469": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1887": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4467": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1885": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3701": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"36469": {"category_aro_name": "sulfisoxazole", "category_aro_cvterm_id": "36469", "category_aro_accession": "3000330", "category_aro_class_name": "Antibiotic", "category_aro_description": "Sulfisoxazole is an inhibitor of dihydropteroate synthase, interfering with the tetrahydrofolic biosynthesis pathway. Tetrahydrofolic acid is essential for folate synthesis, a precursor to many nucleotides and amino acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4462": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4463": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4460": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4461": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2121": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2123": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37714": {"category_aro_name": "valnemulin", "category_aro_cvterm_id": "37714", "category_aro_accession": "3001315", "category_aro_class_name": "Antibiotic", "category_aro_description": "Two semi-synthetic pleuromutilin derivatives, tiamulin and valnemulin, have been developed as antibiotics for veterinary use."}, "37013": {"category_aro_name": "virginiamycin M1", "category_aro_cvterm_id": "37013", "category_aro_accession": "3000669", "category_aro_class_name": "Antibiotic", "category_aro_description": "Virginiamycin M1 is a streptogramin A antibiotic."}, "37015": {"category_aro_name": "tiamulin", "category_aro_cvterm_id": "37015", "category_aro_accession": "3000671", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tiamulin is a pleuromutilin derivative currently used in veterinary medicine. It binds to the 23 rRNA of the 50S ribosomal subunit to inhibit protein translation."}, "35964": {"category_aro_name": "lincomycin", "category_aro_cvterm_id": "35964", "category_aro_accession": "0000046", "category_aro_class_name": "Antibiotic", "category_aro_description": "Lincomycin is a lincosamide antibiotic that comes from the actinomyces Streptomyces lincolnensis. It binds to the 23s portion of the 50S subunit of bacterial ribosomes and inhibit early elongation of peptide chain by inhibiting transpeptidase reaction."}, "35983": {"category_aro_name": "clindamycin", "category_aro_cvterm_id": "35983", "category_aro_accession": "0000066", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clindamycin is a lincosamide antibiotic that blocks A-site aminoacyl-tRNA binding. It is usually used to treat infections with anaerobic bacteria but can also be used to treat some protozoal diseases, such as malaria."}, "35936": {"category_aro_name": "lincosamide antibiotic", "category_aro_cvterm_id": "35936", "category_aro_accession": "0000017", "category_aro_class_name": "Drug Class", "category_aro_description": "Lincosamides (e.g. lincomycin, clindamycin) are a class of drugs which bind to the 23s portion of the 50S subunit of bacterial ribosomes. This interaction inhibits early elongation of peptide chains by inhibiting the transpeptidase reaction, acting similarly to macrolides."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2122": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4668": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4669": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2127": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2126": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4916": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2128": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4914": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1084": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4660": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4913": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4662": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4663": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5757": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1594": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2410": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "5173": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5172": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5171": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5170": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5177": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "642": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5175": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5174": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5179": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1535": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2656": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2655": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2654": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3416": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3417": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "131": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3415": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "137": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3413": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "135": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "134": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5185": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "139": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "138": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1597": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5759": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"40394": {"$update": {"param_description": "A nucleotide substitution resulting in a change from an amino acid codon to a STOP codon, encoded as [wild type amino acid][position][STOP], for example Q42STOP."}}, "40494": {"$update": {"param_description": "A frameshift mutation, caused by a nucleotide insertion or deletion that does not equal 3 bases, encoded as [wild-type][position]fs, for example S531fs. Termination can also be denoted as: Ter[position]fs."}}, "40590": {"$update": {"param_description": "A set of nonsense mutations in different genes that are all required to conferresistance to an antibiotic drug or drug class, encoded as: [cvterm_id gene 1],[wild-type][position][STOP]+[cvterm_id gene 2],[wild-type][position][STOP], etc. For example: 45615,Q11STOP+45620,Q5STOP."}}, "40438": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions in different genes that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [cvterm_id gene 1],[SNP 1],[SNP 2],etc+[cvterm_id gene 2],[SNP 1],[SNP 2],etc. For example: 39879,A90V,M94V+40052,D472H."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3418": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3419": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5758": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"40394": {"$update": {"param_description": "A nucleotide substitution resulting in a change from an amino acid codon to a STOP codon, encoded as [wild type amino acid][position][STOP], for example Q42STOP."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5348": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4868": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4869": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2019": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2018": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1930": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4862": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2014": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36001": {"category_aro_name": "antibiotic efflux", "category_aro_cvterm_id": "36001", "category_aro_accession": "0010000", "category_aro_class_name": "Resistance Mechanism", "category_aro_description": "Antibiotic resistance via the transport of antibiotics out of the cell."}, "36593": {"category_aro_name": "polymyxin B", "category_aro_cvterm_id": "36593", "category_aro_accession": "3000454", "category_aro_class_name": "Antibiotic", "category_aro_description": "Polymyxin B is mixture of mostly polymyxins B1 and B2, mainly used for resistant gram-negative infections. They are polypeptides with cationic detergent action on cell membranes."}, "36590": {"category_aro_name": "protein(s) and two-component regulatory system modulating antibiotic efflux", "category_aro_cvterm_id": "36590", "category_aro_accession": "3000451", "category_aro_class_name": "Efflux Regulator", "category_aro_description": "Protein(s) and two component regulatory systems that directly or indirectly change rates of antibiotic efflux."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2017": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2016": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2011": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2010": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2013": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4865": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5160": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5349": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3386": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3965": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5277": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1937": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3277": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1793": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3562": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3563": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3560": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3561": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3566": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3567": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3564": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3335": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4594": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3568": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2112": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "511": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5270": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4484": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4485": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1936": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4487": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4480": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4481": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4482": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5598": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5413": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4488": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4489": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4243": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2902": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2901": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2900": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2907": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "709": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "147": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4892": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "705": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "706": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "707": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "700": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "701": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3260": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "703": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3387": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "88": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "89": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "50", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4940": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5338": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "82": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "80": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "81": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "86": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "87": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "84": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "85": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5319": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5318": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "762": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5313": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5312": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5311": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5310": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5317": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1542": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5315": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5314": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1658": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1659": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1652": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "410": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1650": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1651": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1656": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1657": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1654": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1655": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "586": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5238": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "584": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "585": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "763": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "583": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "580": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "581": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5273": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1984": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "588": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "589": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5525": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1261": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1985": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5004": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2839": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2838": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2837": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2836": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2835": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "2834": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"41339": {"$update": {"param_description": "A SNP in the promoter region of a gene which alters transcription of that gene, encoded as nt[wild-type][-][position][mutation], for example ntT-11C. This is a pilot parameter in need of further documentation."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2833": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2832": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2831": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1983": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "200", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1436": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1437": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5405": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5404": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1432": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}}}}}, "1433": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1430": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1431": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3399": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "418": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1981": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "350", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5154": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1438": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1439": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1260": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5230": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1639": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1349": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5232": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3284": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37012": {"category_aro_name": "oxytetracycline", "category_aro_cvterm_id": "37012", "category_aro_accession": "3000668", "category_aro_class_name": "Antibiotic", "category_aro_description": "Oxytetracycline is a derivative of tetracycline with a 5-hydroxyl group. Its activity is similar to other tetracyclines."}, "35968": {"category_aro_name": "tetracycline", "category_aro_cvterm_id": "35968", "category_aro_accession": "0000051", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tetracycline is a broad-spectrum polyketide antibiotic produced by many Streptomyces. It works by inhibiting action of the prokaryotic 30S ribosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1541": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4260": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "459": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4262": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4263": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4264": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4265": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4266": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4267": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "450": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1341": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1342": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1343": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1344": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1345": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1346": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "457": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4466": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "318": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5236": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1082": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1453": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "50", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5237": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4464": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "517": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5548": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4465": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3263": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5542": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1907": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5540": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5541": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5546": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5547": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5544": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1882": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "656": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3940": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "654": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "655": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "652": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "653": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37001": {"category_aro_name": "paromomycin", "category_aro_cvterm_id": "37001", "category_aro_accession": "3000657", "category_aro_class_name": "Antibiotic", "category_aro_description": "An aminoglycoside antibiotic used for the treatment of parasitic infections. It is similar to neomycin sharing a similar spectrum of activity, but its hydroxyl group at the 6'-position instead of an amino group makes it resistant to AAC(6') modifying enzymes."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "650": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1505": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1508": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1509": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "200", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3942": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "658": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "516": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36593": {"category_aro_name": "polymyxin B", "category_aro_cvterm_id": "36593", "category_aro_accession": "3000454", "category_aro_class_name": "Antibiotic", "category_aro_description": "Polymyxin B is mixture of mostly polymyxins B1 and B2, mainly used for resistant gram-negative infections. They are polypeptides with cationic detergent action on cell membranes."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1886": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3943": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3369": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$delete": ["35944"], "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "317": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5543": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3946": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5684": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "314": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2124": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"39998": {"category_aro_name": "LFF571", "category_aro_cvterm_id": "39998", "category_aro_accession": "3003414", "category_aro_class_name": "Antibiotic", "category_aro_description": "LFF571 is a novel semi-synthetic thiopeptide antibiotic derived from GE2270. It has been shown to possess potent in vitro and in vivo activity against Gram-positive bacteria. It is hypothesized that it a translation inhibitor leading to cell death."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1992": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3884": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3887": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3886": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$delete": ["35944"], "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3881": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4918": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3883": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3882": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1264": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1247": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4919": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3888": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36291": {"category_aro_name": "minocycline", "category_aro_cvterm_id": "36291", "category_aro_accession": "3000152", "category_aro_class_name": "Antibiotic", "category_aro_description": "Minocycline is second generation semi-synthetic derivative of the tetracycline group of antibiotics. It inhibits bacterial protein synthesis by binding to the 30S subunit of the bacterial ribosome and preventing the aminotransferase-tRNA from associating with the ribosome."}, "37012": {"category_aro_name": "oxytetracycline", "category_aro_cvterm_id": "37012", "category_aro_accession": "3000668", "category_aro_class_name": "Antibiotic", "category_aro_description": "Oxytetracycline is a derivative of tetracycline with a 5-hydroxyl group. Its activity is similar to other tetracyclines."}, "35968": {"category_aro_name": "tetracycline", "category_aro_cvterm_id": "35968", "category_aro_accession": "0000051", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tetracycline is a broad-spectrum polyketide antibiotic produced by many Streptomyces. It works by inhibiting action of the prokaryotic 30S ribosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2129": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4917": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4935": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5279": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1884": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2815": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4915": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "495": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4863": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "613": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4912": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2788": {"$update": {"model_description": "Protein Knockout Models (PKM) reflect resistance by the absence of a gene product, most often deletion of a gene involved in antibiotic import, such as Vibrio cholerae OmpT. Like Protein Homolog Models (PHMs), PKMs include a reference sequence and a bitscore cut-off for detection using BLASTP but instead are designed to only report lack of detection under Perfect or Strict criteria. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4665": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "943": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "100", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5151": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4910": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4900": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4911": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1883": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4008": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4009": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4860": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1376": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1460": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$delete": ["35944"], "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4000": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4001": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4002": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4003": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4004": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4005": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4006": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4007": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "322": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "323": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "320": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "321": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "326": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "327": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "324": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "325": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3979": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3978": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "328": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "329": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3365": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1904": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3629": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3628": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"41344": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter is used when a set of insertion mutations are reported in a peptide sequence format, encoded as [+][AAs][position range], for example +D345 or +MPL110-112."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4942": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "758": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3621": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "564": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3623": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3622": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3625": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3624": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1340": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3626": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5253": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5680": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4271": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1881": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4866": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4714": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2331": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4716": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2333": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2334": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2335": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2336": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2337": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2338": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2339": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5429": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4718": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4719": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1596": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5765": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1880": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "835": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5762": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35946": {"category_aro_name": "roxithromycin", "category_aro_cvterm_id": "35946", "category_aro_accession": "0000027", "category_aro_class_name": "Antibiotic", "category_aro_description": "Roxithromycin is a semi-synthetic, 14-carbon ring macrolide antibiotic derived from erythromycin. It is used to treat respiratory tract, urinary and soft tissue infections. Roxithromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}, "35983": {"category_aro_name": "clindamycin", "category_aro_cvterm_id": "35983", "category_aro_accession": "0000066", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clindamycin is a lincosamide antibiotic that blocks A-site aminoacyl-tRNA binding. It is usually used to treat infections with anaerobic bacteria but can also be used to treat some protozoal diseases, such as malaria."}, "35982": {"category_aro_name": "clarithromycin", "category_aro_cvterm_id": "35982", "category_aro_accession": "0000065", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clarithromycin is a methyl derivative of erythromycin, sharing the 14-carbon macrolide ring. The antibiotic binds to the 50S subunit of the ribosome and is used to treat pharyngitis, tonsillitis, acute maxillary sinusitis, acute bacterial exacerbation of chronic bronchitis, pneumonia (especially atypical pneumonias associated with Chlamydia pneumoniae or TWAR), and skin structure infections."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1593": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3976": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1592": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2659": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4126": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3960": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4478": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2711": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "1278": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "640": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4471": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4470": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4473": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4472": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4475": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4474": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4477": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4476": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4909": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4908": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "947": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4666": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4679": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4678": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4677": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4676": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4675": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4674": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4673": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4672": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4671": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4906": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3252": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2248": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"37139": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45735": {"category_aro_name": "fusidane antibiotic", "category_aro_cvterm_id": "45735", "category_aro_accession": "3007153", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics possessing steroid rings or steroid-like structures."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2249": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"41343": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a nucleotide sequence format, encoded as [-]nt[position]:[nucleotides], for example -nt25:T."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1532": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2246": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2240": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"41419": {"$update": {"category_aro_description": "vanJ and vanJ homologue proteins confer resistance to teicoplanin."}}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2241": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "350", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2242": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "50", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2243": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "200", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1043": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "994": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "997": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5178": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "991": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "990": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "993": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "992": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5146": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4682": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5144": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5145": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "999": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "998": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5140": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5141": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "120": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "121": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "122": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "123": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "124": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "125": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "126": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "127": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "128": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "129": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "945": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3385": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "133": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4877": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4876": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4871": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4870": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4873": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "132": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2773": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5018": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5343": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4879": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4878": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3254": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2068": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3377": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2798": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2799": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3376": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35956": {"category_aro_name": "netilmicin", "category_aro_cvterm_id": "35956", "category_aro_accession": "0000038", "category_aro_class_name": "Antibiotic", "category_aro_description": "Netilmicin is a member of the aminoglycoside family of antibiotics. These antibiotics have the ability to kill a wide variety of bacteria by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth. Netilmicin is not absorbed from the gut and is therefore only given by injection or infusion. It is only used in the treatment of serious infections particularly those resistant to gentamicin."}, "40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2792": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"36297": {"category_aro_name": "azithromycin", "category_aro_cvterm_id": "36297", "category_aro_accession": "3000158", "category_aro_class_name": "Antibiotic", "category_aro_description": "Azithromycin is a 15-membered macrolide and falls under the subclass of azalide. Like other macrolides, azithromycin binds bacterial ribosomes to inhibit protein synthesis. The nitrogen substitution at the C-9a position prevents its degradation."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2061": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2062": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2063": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2064": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2065": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2066": {"$update": {"model_description": "Protein Overexpression Models (POM) are similar to Protein Variant Models (PVM) in that they include a protein reference sequence, a curated BLASTP bitscore cut-off, and mapped resistance variants. Whereas PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, reporting only those with curated mutations conferring AMR, POMs are restricted to regulatory proteins and report both wild-type sequences and/or sequences with mutations leading to overexpression of efflux complexes. The former lead to efflux of antibiotics at basal levels, while the latter can confer clinical resistance. POMs include a protein reference sequence (often from wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Perfect RGI match is 100% identical to the wild-type reference protein sequence along its entire length, a Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value may or may not contain at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off may or may not contain at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "136": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5473": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3374": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3264": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3410": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2960": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1182": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3411": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3372": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$delete": ["35944"], "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3371": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$delete": ["35944"], "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4030": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3370": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$delete": ["35944"], "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2295": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1347": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5099": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3579": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3578": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "727": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37627": {"category_aro_name": "carbomycin", "category_aro_cvterm_id": "37627", "category_aro_accession": "3001228", "category_aro_class_name": "Antibiotic", "category_aro_description": "Produced by Streptomyces halstedii and Streptomyces thermotolerans."}, "37022": {"category_aro_name": "pristinamycin IC", "category_aro_cvterm_id": "37022", "category_aro_accession": "3000678", "category_aro_class_name": "Antibiotic", "category_aro_description": "Pristinamycin IC is a class B streptogramin derived from virginiamycin S1."}, "37629": {"category_aro_name": "niddamycin", "category_aro_cvterm_id": "37629", "category_aro_accession": "3001230", "category_aro_class_name": "Antibiotic", "category_aro_description": "Produced by Streptomyces caelestis."}, "35967": {"category_aro_name": "streptogramin B antibiotic", "category_aro_cvterm_id": "35967", "category_aro_accession": "0000050", "category_aro_class_name": "Drug Class", "category_aro_description": "Streptogramin B antibiotics are are cyclic hepta- or hexa-depsipeptides.  Type B streptogramins block the peptide exit tunnel of the 50S bacterial ribosome. The general composition of group B streptogramins is 3-hydroxypicolinic acid-L-Thr-D-aminobutyric acid (or D-Ala)-L-Pro-L-Phe (or 4-N-,N-(dimethylamino)-L-Phe)-X-L-phenylglycine. Used alone, streptogramin B antibiotics are bacteriostatic, but is bactericidal when used with streptogramin A antibiotics."}, "35964": {"category_aro_name": "lincomycin", "category_aro_cvterm_id": "35964", "category_aro_accession": "0000046", "category_aro_class_name": "Antibiotic", "category_aro_description": "Lincomycin is a lincosamide antibiotic that comes from the actinomyces Streptomyces lincolnensis. It binds to the 23s portion of the 50S subunit of bacterial ribosomes and inhibit early elongation of peptide chain by inhibiting transpeptidase reaction."}, "36284": {"category_aro_name": "tylosin", "category_aro_cvterm_id": "36284", "category_aro_accession": "3000145", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tylosin is a 16-membered macrolide, naturally produced by Streptomyces fradiae. It interacts with the bacterial ribosome 50S subunit to inhibit protein synthesis."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3575": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3574": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3577": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3576": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3571": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3570": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3573": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5097": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4497": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4496": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4495": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4494": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4493": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4492": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2660": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2661": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "940": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4667": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2482": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4499": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1020": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5299": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3257": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1397": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5326": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5327": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5324": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5325": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5322": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5323": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5320": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5321": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3799": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5328": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1837": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1645": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1644": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1647": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1646": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1641": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4875": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1643": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36001": {"category_aro_name": "antibiotic efflux", "category_aro_cvterm_id": "36001", "category_aro_accession": "0010000", "category_aro_class_name": "Resistance Mechanism", "category_aro_description": "Antibiotic resistance via the transport of antibiotics out of the cell."}, "36002": {"category_aro_name": "ATP-binding cassette (ABC) antibiotic efflux pump", "category_aro_cvterm_id": "36002", "category_aro_accession": "0010001", "category_aro_class_name": "AMR Gene Family", "category_aro_description": "Directed pumping of antibiotic out of a cell to confer resistance. ATP-binding cassette (ABC) transporters are present in all cells of all organisms and use the energy of ATP binding/hydrolysis to transport substrates across cell membranes."}, "36593": {"category_aro_name": "polymyxin B", "category_aro_cvterm_id": "36593", "category_aro_accession": "3000454", "category_aro_class_name": "Antibiotic", "category_aro_description": "Polymyxin B is mixture of mostly polymyxins B1 and B2, mainly used for resistant gram-negative infections. They are polypeptides with cationic detergent action on cell membranes."}, "36590": {"category_aro_name": "protein(s) and two-component regulatory system modulating antibiotic efflux", "category_aro_cvterm_id": "36590", "category_aro_accession": "3000451", "category_aro_class_name": "Efflux Regulator", "category_aro_description": "Protein(s) and two component regulatory systems that directly or indirectly change rates of antibiotic efflux."}, "35919": {"category_aro_name": "macrolide antibiotic", "category_aro_cvterm_id": "35919", "category_aro_accession": "0000000", "category_aro_class_name": "Drug Class", "category_aro_description": "Macrolides are a group of drugs (typically antibiotics) that have a large macrocyclic lactone ring of 12-16 carbons to which one or more deoxy sugars, usually cladinose and desosamine, may be attached. Macrolides bind to the 50S-subunit of bacterial ribosomes, inhibiting the synthesis of vital proteins."}, "36298": {"category_aro_name": "efflux pump complex or subunit conferring antibiotic resistance", "category_aro_cvterm_id": "36298", "category_aro_accession": "3000159", "category_aro_class_name": "Efflux Component", "category_aro_description": "Efflux proteins that pump antibiotic out of a cell to confer resistance."}, "40429": {"category_aro_name": "resistance by absence", "category_aro_cvterm_id": "40429", "category_aro_accession": "3003764", "category_aro_class_name": "Resistance Mechanism", "category_aro_description": "Mechanism of antibiotic resistance conferred by deletion of gene (usually a porin)."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1642": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1396": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1649": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1648": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4228": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4864": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1742": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1743": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5654": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1252": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4365": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "579": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37013": {"category_aro_name": "virginiamycin M1", "category_aro_cvterm_id": "37013", "category_aro_accession": "3000669", "category_aro_class_name": "Antibiotic", "category_aro_description": "Virginiamycin M1 is a streptogramin A antibiotic."}, "35983": {"category_aro_name": "clindamycin", "category_aro_cvterm_id": "35983", "category_aro_accession": "0000066", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clindamycin is a lincosamide antibiotic that blocks A-site aminoacyl-tRNA binding. It is usually used to treat infections with anaerobic bacteria but can also be used to treat some protozoal diseases, such as malaria."}, "35936": {"category_aro_name": "lincosamide antibiotic", "category_aro_cvterm_id": "35936", "category_aro_accession": "0000017", "category_aro_class_name": "Drug Class", "category_aro_description": "Lincosamides (e.g. lincomycin, clindamycin) are a class of drugs which bind to the 23s portion of the 50S subunit of bacterial ribosomes. This interaction inhibits early elongation of peptide chains by inhibiting the transpeptidase reaction, acting similarly to macrolides."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "578": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4364": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "573": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "572": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "571": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "570": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "577": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "576": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "575": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "574": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2808": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4366": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2802": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4361": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2800": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2806": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "3391": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2804": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$update": {"40948": {"$update": {"category_aro_name": "para-aminosalicylic acid", "category_aro_class_name": "Antibiotic"}}}, "$insert": {"45741": {"category_aro_name": "salicylic acid antibiotic", "category_aro_cvterm_id": "45741", "category_aro_accession": "3007159", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from salicylic acid."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4360": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1421": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1420": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1423": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1422": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1425": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1424": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1427": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1426": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1429": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1428": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3366": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3367": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3360": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4983": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3362": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3363": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "731": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "730": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4883": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "938": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "735": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "734": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "200", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "736": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "739": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "738": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35926": {"category_aro_name": "dibekacin", "category_aro_cvterm_id": "35926", "category_aro_accession": "0000007", "category_aro_class_name": "Antibiotic", "category_aro_description": "Dibekacin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Dibekacin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35953": {"category_aro_name": "sisomicin", "category_aro_cvterm_id": "35953", "category_aro_accession": "0000035", "category_aro_class_name": "Antibiotic", "category_aro_description": "Sisomicin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Sisomicin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35956": {"category_aro_name": "netilmicin", "category_aro_cvterm_id": "35956", "category_aro_accession": "0000038", "category_aro_class_name": "Antibiotic", "category_aro_description": "Netilmicin is a member of the aminoglycoside family of antibiotics. These antibiotics have the ability to kill a wide variety of bacteria by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth. Netilmicin is not absorbed from the gut and is therefore only given by injection or infusion. It is only used in the treatment of serious infections particularly those resistant to gentamicin."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "36996": {"category_aro_name": "isepamicin", "category_aro_cvterm_id": "36996", "category_aro_accession": "3000652", "category_aro_class_name": "Antibiotic", "category_aro_description": "A semi-synthetic derivative of gentamicin B (hydroxyamino propionyl genamicin B). It is modified to combat microbial inactivation and has a slightly larger spectrum of activity compared to other aminoglycosides, including Ser marcescens, Enterobacteria, and K pneumoniae."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1217": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3390": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3304": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35982": {"category_aro_name": "clarithromycin", "category_aro_cvterm_id": "35982", "category_aro_accession": "0000065", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clarithromycin is a methyl derivative of erythromycin, sharing the 14-carbon macrolide ring. The antibiotic binds to the 50S subunit of the ribosome and is used to treat pharyngitis, tonsillitis, acute maxillary sinusitis, acute bacterial exacerbation of chronic bronchitis, pneumonia (especially atypical pneumonias associated with Chlamydia pneumoniae or TWAR), and skin structure infections."}, "35983": {"category_aro_name": "clindamycin", "category_aro_cvterm_id": "35983", "category_aro_accession": "0000066", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clindamycin is a lincosamide antibiotic that blocks A-site aminoacyl-tRNA binding. It is usually used to treat infections with anaerobic bacteria but can also be used to treat some protozoal diseases, such as malaria."}, "36295": {"category_aro_name": "spiramycin", "category_aro_cvterm_id": "36295", "category_aro_accession": "3000156", "category_aro_class_name": "Antibiotic", "category_aro_description": "Spiramycin is a 16-membered macrolide and is natural product produced by Streptomyces ambofaciens. It binds to the 50S subunit of bacterial ribosomes and inhibits peptidyl transfer activity to disrupt protein synthesis."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4984": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4273": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4272": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1359": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1358": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "469": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "468": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4275": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4274": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1353": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1352": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "467": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "466": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "461": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1356": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "463": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1200": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5472": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5554": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5557": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5556": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5551": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5550": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5553": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5552": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3393": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4905": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5559": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2006": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1273": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37012": {"category_aro_name": "oxytetracycline", "category_aro_cvterm_id": "37012", "category_aro_accession": "3000668", "category_aro_class_name": "Antibiotic", "category_aro_description": "Oxytetracycline is a derivative of tetracycline with a 5-hydroxyl group. Its activity is similar to other tetracyclines."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4854": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4861": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4224": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "937": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5493": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4955": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3438": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1519": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1518": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3392": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1515": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1514": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1517": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1516": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1511": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1510": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "200", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1513": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1512": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1903": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "959": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4225": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5129": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "281": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4010": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3439": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1253": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4904": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1735": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4859": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "958": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3129": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3394": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4858": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1276": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5646": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5755": {"$update": {"model_type": "protein variant model", "model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"40394": {"$update": {"param_description": "A nucleotide substitution resulting in a change from an amino acid codon to a STOP codon, encoded as [wild type amino acid][position][STOP], for example Q42STOP."}}, "41344": {"$update": {"param_description": "A subtype of the insertion mutation detection model parameter is used when a set of insertion mutations are reported in a peptide sequence format, encoded as [+][AAs][position range], for example +D345 or +MPL110-112."}}, "40494": {"$update": {"param_description": "A frameshift mutation, caused by a nucleotide insertion or deletion that does not equal 3 bases, encoded as [wild-type][position]fs, for example S531fs. Termination can also be denoted as: Ter[position]fs."}}, "40590": {"$update": {"param_description": "A set of nonsense mutations in different genes that are all required to conferresistance to an antibiotic drug or drug class, encoded as: [cvterm_id gene 1],[wild-type][position][STOP]+[cvterm_id gene 2],[wild-type][position][STOP], etc. For example: 45615,Q11STOP+45620,Q5STOP."}}, "41342": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a peptide sequence format, encoded as [-][AAs][position range], for example -K527 or -QN517-518."}}, "40438": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions in different genes that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [cvterm_id gene 1],[SNP 1],[SNP 2],etc+[cvterm_id gene 2],[SNP 1],[SNP 2],etc. For example: 39879,A90V,M94V+40052,D472H."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "40330": {"$update": {"param_description": "A set of nucleotide or amino acid substitutions that are all required to confer resistance to an antibiotic drug or drug class, encoded as: [wild-type 1][position 1][mutation 1],[wild-type 2][position 2][mutation 2], etc. For example, D63Y,T142K."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}, "model_type_id": "40293"}}, "4227": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5344": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2135": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5579": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "657": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1896": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3397": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "582": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2069": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4538": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "985": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4019": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4018": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4661": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4013": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4012": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4011": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "905": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1897": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4016": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4015": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3396": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "357": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5797": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "355": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4856": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "353": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "352": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "351": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "350": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3985": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3986": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3987": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3980": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3981": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "359": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "358": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4833": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "795": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "42": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3612": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5796": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2008": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3613": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1354": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4421": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1033": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2323": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1111": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2321": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4704": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4703": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2326": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4701": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1446": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4680": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2329": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2328": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1445": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4709": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4708": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "289": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "288": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1109": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "754": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4426": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4620": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "280": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "283": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "282": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "285": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "284": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "287": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3955": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3760": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3761": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3762": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3763": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36220": {"category_aro_name": "glycopeptide antibiotic", "category_aro_cvterm_id": "36220", "category_aro_accession": "3000081", "category_aro_class_name": "Drug Class", "category_aro_description": "Glycopeptide antibiotics are natural products produced non-ribosomally by Actinomycetales bacteria. With the exception of bleomycins, they act by binding the terminal D-Ala-D-Ala in peptidoglycan precursors of the growing bacterial cell wall and are generally active against Gram-positive bacteria.  This inhibits transglycosylation leading to cell death due to osmotic stress."}, "35989": {"category_aro_name": "linezolid", "category_aro_cvterm_id": "35989", "category_aro_accession": "0000072", "category_aro_class_name": "Antibiotic", "category_aro_description": "Linezolid is a synthetic antibiotic used for the treatment of serious infections caused by Gram-positive bacteria that are resistant to several other antibiotics. It inhibits protein synthesis by binding to domain V of the 23S rRNA of the 50S subunit of bacterial ribosomes."}, "35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1117": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3766": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3767": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3768": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3769": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1440": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "483": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "263": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "262": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "261": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "260": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "267": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "266": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "265": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "264": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "286": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "269": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "268": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5009": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1562": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4648": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4649": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1980": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4632": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4642": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5793": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4640": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4641": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4646": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4631": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4644": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4645": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5412": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4424": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4630": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1566": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "200", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2259": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35982": {"category_aro_name": "clarithromycin", "category_aro_cvterm_id": "35982", "category_aro_accession": "0000065", "category_aro_class_name": "Antibiotic", "category_aro_description": "Clarithromycin is a methyl derivative of erythromycin, sharing the 14-carbon macrolide ring. The antibiotic binds to the 50S subunit of the ribosome and is used to treat pharyngitis, tonsillitis, acute maxillary sinusitis, acute bacterial exacerbation of chronic bronchitis, pneumonia (especially atypical pneumonias associated with Chlamydia pneumoniae or TWAR), and skin structure infections."}, "36297": {"category_aro_name": "azithromycin", "category_aro_cvterm_id": "36297", "category_aro_accession": "3000158", "category_aro_class_name": "Antibiotic", "category_aro_description": "Azithromycin is a 15-membered macrolide and falls under the subclass of azalide. Like other macrolides, azithromycin binds bacterial ribosomes to inhibit protein synthesis. The nitrogen substitution at the C-9a position prevents its degradation."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4712": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2257": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"37636": {"category_aro_name": "GE2270A", "category_aro_cvterm_id": "37636", "category_aro_accession": "3001237", "category_aro_class_name": "Antibiotic", "category_aro_description": "GE2270A is the model molecule of cyclic thiazolyl peptide elfamycins. GE2270A is produced by Planobispora rosea. Biosynthesis of the molecule has been shown to originate as a ribosomally synthesized peptide that undergoes significant post-translational modification. Clinical use of cyclic thiazolyl peptides is hindered by their low water solubility and bioavailability."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2194": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1295": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5470": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2251": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"41343": {"$update": {"param_description": "A subtype of the deletion mutation detection model parameter used when a set of deletion mutations are reported in a nucleotide sequence format, encoded as [-]nt[position]:[nucleotides], for example -nt25:T."}}, "blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2250": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"37139": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45735": {"category_aro_name": "fusidane antibiotic", "category_aro_cvterm_id": "45735", "category_aro_accession": "3007153", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics possessing steroid rings or steroid-like structures."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5159": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2476": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$update": {"40804": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45740": {"category_aro_name": "pactamycin-like antibiotic", "category_aro_cvterm_id": "45740", "category_aro_accession": "3007158", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics including pactamycin and its derivatives."}}}, "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "988": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "989": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4635": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5792": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "982": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "983": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "980": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "981": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "986": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "987": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "984": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "4425": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "115": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "114": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1790": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_value": "200", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4090": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "111": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "110": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "113": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "112": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$delete": ["35944"], "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "119": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4639": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2785": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4801": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4802": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2786": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2781": {"$update": {"model_description": "Protein Knockout Models (PKM) reflect resistance by the absence of a gene product, most often deletion of a gene involved in antibiotic import, such as Vibrio cholerae OmpT. Like Protein Homolog Models (PHMs), PKMs include a reference sequence and a bitscore cut-off for detection using BLASTP but instead are designed to only report lack of detection under Perfect or Strict criteria. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software."}}, "2780": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2783": {"$update": {"model_description": "Protein Knockout Models (PKM) reflect resistance by the absence of a gene product, most often deletion of a gene involved in antibiotic import, such as Vibrio cholerae OmpT. Like Protein Homolog Models (PHMs), PKMs include a reference sequence and a bitscore cut-off for detection using BLASTP but instead are designed to only report lack of detection under Perfect or Strict criteria. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software."}}, "2782": {"$update": {"model_description": "Protein Knockout Models (PKM) reflect resistance by the absence of a gene product, most often deletion of a gene involved in antibiotic import, such as Vibrio cholerae OmpT. Like Protein Homolog Models (PHMs), PKMs include a reference sequence and a bitscore cut-off for detection using BLASTP but instead are designed to only report lack of detection under Perfect or Strict criteria. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software."}}, "4808": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4809": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "964": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2789": {"$update": {"model_description": "Protein Knockout Models (PKM) reflect resistance by the absence of a gene product, most often deletion of a gene involved in antibiotic import, such as Vibrio cholerae OmpT. Like Protein Homolog Models (PHMs), PKMs include a reference sequence and a bitscore cut-off for detection using BLASTP but instead are designed to only report lack of detection under Perfect or Strict criteria. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software."}}, "4486": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1797": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37247": {"category_aro_name": "oleandomycin", "category_aro_cvterm_id": "37247", "category_aro_accession": "3000867", "category_aro_class_name": "Antibiotic", "category_aro_description": "Oleandomycin is a 14-membered macrolide produced by Streptomyces antibioticus. It is ssimilar to erythromycin, and contains a desosamine amino sugar and an oleandrose sugar. It targets the 50S ribosomal subunit to prevent protein synthesis."}, "36297": {"category_aro_name": "azithromycin", "category_aro_cvterm_id": "36297", "category_aro_accession": "3000158", "category_aro_class_name": "Antibiotic", "category_aro_description": "Azithromycin is a 15-membered macrolide and falls under the subclass of azalide. Like other macrolides, azithromycin binds bacterial ribosomes to inhibit protein synthesis. The nitrogen substitution at the C-9a position prevents its degradation."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2079": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2078": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1331": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2073": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2072": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2071": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2070": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2077": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2076": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2075": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2074": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "5790": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5087": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4867": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4483": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "952": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1796": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1330": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3305": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1389": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3508": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3509": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5089": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1026": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5734": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3500": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3501": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3502": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3503": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3504": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3505": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3506": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3507": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "641": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2060": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$delete": ["35944"], "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2679": {"$update": {"model_description": "Efflux Pump System Meta-Models (EPS) are dedicated to efflux complexes and their regulators, such as AcrAB-TolC. Using the efflux pump components parameter, this model type simply includes a list of detection models for each component of the complex. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "model_param": {"$update": {"41141": {"$update": {"param_description": "Association of proteins within efflux protein complexes or regulatory networks are encoded by the efflux pump components parameter: model_id,model_id,model_id, etc."}}}}}}, "1209": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3220": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35974": {"category_aro_name": "telithromycin", "category_aro_cvterm_id": "35974", "category_aro_accession": "0000057", "category_aro_class_name": "Antibiotic", "category_aro_description": "Telithromycin is a semi-synthetic derivative of erythromycin. It is a 14-membered macrolide and is the first ketolide antibiotic to be used in clinics. Telithromycin binds the 50S subunit of the bacterial ribosome to inhibit protein synthesis."}, "36284": {"category_aro_name": "tylosin", "category_aro_cvterm_id": "36284", "category_aro_accession": "3000145", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tylosin is a 16-membered macrolide, naturally produced by Streptomyces fradiae. It interacts with the bacterial ribosome 50S subunit to inhibit protein synthesis."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5730": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5733": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5608": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5732": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1332": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5331": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5330": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5333": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5332": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5335": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5334": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5337": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5336": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5339": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "708": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "336": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36284": {"category_aro_name": "tylosin", "category_aro_cvterm_id": "36284", "category_aro_accession": "3000145", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tylosin is a 16-membered macrolide, naturally produced by Streptomyces fradiae. It interacts with the bacterial ribosome 50S subunit to inhibit protein synthesis."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1630": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1631": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1632": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1633": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1634": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1635": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1636": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1637": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1638": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5371": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2904": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3218": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3219": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1988": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1989": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "704": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "587": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4738": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2909": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5345": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "_timestamp": "2022-07-27T16:55:05+00:00", "568": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "569": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2817": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"36295": {"category_aro_name": "spiramycin", "category_aro_cvterm_id": "36295", "category_aro_accession": "3000156", "category_aro_class_name": "Antibiotic", "category_aro_description": "Spiramycin is a 16-membered macrolide and is natural product produced by Streptomyces ambofaciens. It binds to the 50S subunit of bacterial ribosomes and inhibits peptidyl transfer activity to disrupt protein synthesis."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2816": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2402": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "ARO_category": {"$insert": {"35954": {"category_aro_name": "ciprofloxacin", "category_aro_cvterm_id": "35954", "category_aro_accession": "0000036", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ciprofloxacin is a bacteriocidal fluoroquinolone. It blocks bacterial DNA replication by binding to the toposiomerase II or IV-DNA complex (or cleavable complex), thereby causing double-stranded breaks in the bacterial chromosome."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2810": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2813": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "2812": {"$update": {"model_description": "Ribosomal RNA (rRNA) Gene Variant Models (RVM) are similar to Protein Variant Models (PVM), i.e. detect  sequences based on their similarity to a curated reference sequence and secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles, except RVMs are designed to detect AMR acquired via mutation of genes encoding ribosomal RNAs (rRNA). RVMs include a rRNA reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTN bit-score above the curated BLASTN cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTN bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastn_bit_score": {"$update": {"param_description": "The BLASTN bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a nucleotide reference sequence, e.g. the rRNA gene variant model. The BLASTN bit-score parameter is a curated value determined from BLASTN analysis of the canonical nucleotide reference sequence of a specific AMR-associated gene against the database of CARD reference sequences. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "560": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "561": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "562": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "563": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1863": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "565": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "566": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "567": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4975": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "702": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5131": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5086": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "118": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "659": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "36996": {"category_aro_name": "isepamicin", "category_aro_cvterm_id": "36996", "category_aro_accession": "3000652", "category_aro_class_name": "Antibiotic", "category_aro_description": "A semi-synthetic derivative of gentamicin B (hydroxyamino propionyl genamicin B). It is modified to combat microbial inactivation and has a slightly larger spectrum of activity compared to other aminoglycosides, including Ser marcescens, Enterobacteria, and K pneumoniae."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "2179": {"$update": {"model_description": "Gene Cluster Meta-Models (PKM) are used to curate spatial clusters of individual genes within operons, such as for glycopeptide resistance gene clusters. The individual genes will have their own individual detection models (e.g. PHM, PVM, POM, etc.) while the PKM checks to see if all the component genes of the cluster have a Strict or Perfect hit and are ordered correctly within an operon. PKMs are encoded using the gene order parameter. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "ARO_category": {"$insert": {"35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}}, "model_param": {"$update": {"40297": {"$update": {"param_description": "Spatial clusters of genes are encoded using the gene order parameter: [gene type]:[cvterm_id],[gene type]:[cvterm_id], etc. The gene type designations are: R = regulatory, C = core, A = accessory."}}}}}}, "1188": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37627": {"category_aro_name": "carbomycin", "category_aro_cvterm_id": "37627", "category_aro_accession": "3001228", "category_aro_class_name": "Antibiotic", "category_aro_description": "Produced by Streptomyces halstedii and Streptomyces thermotolerans."}, "37626": {"category_aro_name": "kitasamycin", "category_aro_cvterm_id": "37626", "category_aro_accession": "3001227", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kitasamycin is a macrolide antibiotic and is produced by Streptoverticillium kitasatoense. The drug has antimicrobial activity against a wide spectrum of pathogens."}, "37247": {"category_aro_name": "oleandomycin", "category_aro_cvterm_id": "37247", "category_aro_accession": "3000867", "category_aro_class_name": "Antibiotic", "category_aro_description": "Oleandomycin is a 14-membered macrolide produced by Streptomyces antibioticus. It is ssimilar to erythromycin, and contains a desosamine amino sugar and an oleandrose sugar. It targets the 50S ribosomal subunit to prevent protein synthesis."}, "37621": {"category_aro_name": "chalcomycin", "category_aro_cvterm_id": "37621", "category_aro_accession": "3001222", "category_aro_class_name": "Antibiotic", "category_aro_description": "Produced by Streptomyces bikiniensis."}, "37630": {"category_aro_name": "celesticetin", "category_aro_cvterm_id": "37630", "category_aro_accession": "3001231", "category_aro_class_name": "Antibiotic", "category_aro_description": "Produced by Streptomyces caelestis, which also produces the macrolide niddamycin."}, "36284": {"category_aro_name": "tylosin", "category_aro_cvterm_id": "36284", "category_aro_accession": "3000145", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tylosin is a 16-membered macrolide, naturally produced by Streptomyces fradiae. It interacts with the bacterial ribosome 50S subunit to inhibit protein synthesis."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1189": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1186": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1187": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1184": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1185": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3373": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$delete": ["35944"], "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1183": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1180": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1181": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"37139": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45735": {"category_aro_name": "fusidane antibiotic", "category_aro_cvterm_id": "45735", "category_aro_accession": "3007153", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics possessing steroid rings or steroid-like structures."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "726": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5634": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "724": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"35966": {"category_aro_name": "kanamycin A", "category_aro_cvterm_id": "35966", "category_aro_accession": "0000049", "category_aro_class_name": "Antibiotic", "category_aro_description": "Kanamycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Kanamycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "725": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "722": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "723": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "720": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "721": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1744": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1487": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1746": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1747": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1740": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1741": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "728": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "729": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1164": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1165": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1166": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1167": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1160": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1161": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1162": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1163": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4246": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4247": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4244": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4245": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1168": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1169": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4240": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4241": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5520": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5521": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5522": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5523": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5524": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4396": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5526": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5527": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5528": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5529": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5633": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1489": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "749": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4962": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1488": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "48": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "49": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "46": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "47": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "44": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "45": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5156": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "43": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "40": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "41": {"$update": {"ARO_description": "rmtH is a 16s ribosomal RNA methyltransferase found in Klebsiella pneumoniae strain MRSN2404 that was isolated from the chronic wound of a soldier wounded in Iraq in 2006. It confers high resistance to aminoglycosides.", "model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"36998": {"category_aro_name": "arbekacin", "category_aro_cvterm_id": "36998", "category_aro_accession": "3000654", "category_aro_class_name": "Antibiotic", "category_aro_description": "A synthetic derivative (1-N-(4-amino-2-hydroxybutyryl) of dibekacin used in Japan. It is active against methicillin-resistant Staph. aureus and shows synergy with ampicillin when treating gentamicin and vancomycin resistant enterocci."}, "35932": {"category_aro_name": "amikacin", "category_aro_cvterm_id": "35932", "category_aro_accession": "0000013", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amikacin is an aminoglycoside antibiotic that works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}, "35969": {"category_aro_name": "tobramycin", "category_aro_cvterm_id": "35969", "category_aro_accession": "0000052", "category_aro_class_name": "Antibiotic", "category_aro_description": "Tobramycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Tobramycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1568": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1298": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1299": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "331": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "670": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1292": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1293": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1290": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1291": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1296": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1297": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1294": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1567": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$update": {"35944": {"$update": {"category_aro_class_name": "Antibiotic"}}}, "$insert": {"45731": {"category_aro_name": "phosphonic acid antibiotic", "category_aro_cvterm_id": "45731", "category_aro_accession": "3007149", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from phosphonic acids."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "797": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5022": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1360": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "796": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4693": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "591": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "475": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4931": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1711": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1381": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1710": {"$update": {"model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "snp": {"$update": {"param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}}}}}, "1717": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "3384": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "458": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4960": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5125": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1716": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4398": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4399": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5638": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1715": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5376": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4441": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4390": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "732": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5636": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1714": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"37620": {"category_aro_name": "josamycin", "category_aro_cvterm_id": "37620", "category_aro_accession": "3001221", "category_aro_class_name": "Antibiotic", "category_aro_description": "A macrolide antibiotic from Streptomyces narbonensis\u00a0subsp.\u00a0josamyceticus. The drug has antimicrobial activity against a wide spectrum of pathogens."}, "35925": {"category_aro_name": "erythromycin", "category_aro_cvterm_id": "35925", "category_aro_accession": "0000006", "category_aro_class_name": "Antibiotic", "category_aro_description": "Erythromycin is a macrolide antibiotic with a 14-carbon ring that has an antimicrobial spectrum similar to or slightly wider than that of penicillin, and is often used for people that have an allergy to penicillins. Erythromycin may possess bacteriocidal activity, particularly at higher concentrations by binding to the 50S subunit of the bacterial 70S rRNA complex, inhibiting peptidyl-tRNA translocation. Thus, protein synthesis and subsequently structure/function processes critical for life or replication are inhibited."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4394": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4395": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5744": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4397": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1366": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1367": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1364": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1365": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "ARO_category": {"$insert": {"40942": {"category_aro_name": "gentamicin A", "category_aro_cvterm_id": "40942", "category_aro_accession": "3004015", "category_aro_class_name": "Antibiotic", "category_aro_description": "Gentamicin A is part of a complex of broad spectrum aminoglycoside antibiotics. Gentamicin inhibits protein synthesis, resulting in bacterial cell death."}}}, "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1362": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1363": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "474": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1361": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "4444": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "478": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "479": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "5258": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1368": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}, "1369": {"$update": {"model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "model_param": {"$update": {"blastp_bit_score": {"$update": {"param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}}}}}}, "$insert": {"5804": {"model_id": "5804", "ARO_accession": "3007188", "model_param": {"blastp_bit_score": {"param_value": "200", "param_type_id": "40725", "param_type": "BLASTP bit-score", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "ARO_description": "vanH variant in the vanP cluster.", "model_sequences": {"sequence": {"8484": {"dna_sequence": {"partial": "0", "sequence": "ATGAGAGAAATTGCCGTTTTGGGAAGTAGTGAAGAAGAGAAGAAAATCTTTAAGAAATATGCTTCTGCATATCAGGTTACACTTCGCTTTTATGAGAATATAGAGCAGGTTTGTAAGGAAGGCAGACAAAGCCTTTTAAGTATCAGTCATGCAGAGGATATGTCAGAAAACAATTTGAAAAGACTGCATCAGGCAGGAGTAGAGTATATTTCAACAAGAAGCATTGGTCTGAATCATATTGATATGGCAGCAGCAAAGCGTCTGGATATGCAGGTAAACAATGTAGCATATTCGCCGGAAAGTGTGGCAGAACATACCGTTATGCTGATGTTAATGGCACTTCGCAATATGAAGAATACGGAGAAGAATGTCGAGCAGTATGATTACCGTCTTCCAAAGAAGCGATTCCGTGAATTGCGGGAGCTGACAGTAGGTGTTGTCGGAACCGGAAGAATCGGACAGACCGTTATCGGACTGTTACGAGGGTTTGGCTGCAGGATTATCTGCTACGATACCTATCAGGTAGAGGGACTTGATTATGTTTCTTACGAAGAACTCTTAGCAGAGAGTGACATTATTACTTATCATATCCCTTTGACAGAAGAAAGCCTTCATATGTTGAATCAGGATAACATAAGACTTGTCAAACCGGGTGCCTATATCGTTAATACGGCAAGAGGCGCTTTGATTGACAATGAAGCATTGATTGCCGCATTAGAGAGTGGCCAGCTTGCCGGTGCAGCACTTGATGTGGTAGAAAATGAGGAGTCGTTCTTTTATAAGAAATGCAAGAATGTAGGACAGGAGCTGGCTCTTCTTAGCAGAATGAAAAACGTTGTCCTTACACCACACAGTGCCTTCTATACCAGTCAGGCATTAGAAGACGTAGTAGAAAACAGCATTAAAAATTGTTTAGAATATAAGGAGGAAGCAGTATATGCGTAA", "fmax": "18838", "accession": "JAINTN010000010.1", "fmin": "17893", "strand": "-"}, "NCBI_taxonomy": {"NCBI_taxonomy_name": "Enterococcus faecium", "NCBI_taxonomy_id": "1352", "NCBI_taxonomy_cvterm_id": "36779"}, "protein_sequence": {"accession": "MBY8651254.1", "sequence": "MREIAVLGSSEEEKKIFKKYASAYQVTLRFYENIEQVCKEGRQSLLSISHAEDMSENNLKRLHQAGVEYISTRSIGLNHIDMAAAKRLDMQVNNVAYSPESVAEHTVMLMLMALRNMKNTEKNVEQYDYRLPKKRFRELRELTVGVVGTGRIGQTVIGLLRGFGCRIICYDTYQVEGLDYVSYEELLAESDIITYHIPLTEESLHMLNQDNIRLVKPGAYIVNTARGALIDNEALIAALESGQLAGAALDVVENEESFFYKKCKNVGQELALLSRMKNVVLTPHSAFYTSQALEDVVENSIKNCLEYKEEAVYA"}}}}, "model_name": "vanH gene in vanP cluster", "ARO_category": {"36015": {"category_aro_name": "vanH", "category_aro_cvterm_id": "36015", "category_aro_accession": "3000006", "category_aro_class_name": "AMR Gene Family", "category_aro_description": "VanH is a D-specific alpha-ketoacid dehydrogenase that synthesizes D-lactate. D-lactate is incorporated into the end of the peptidoglycan subunits, decreasing vancomycin binding affinity."}, "36373": {"category_aro_name": "glycopeptide resistance gene cluster", "category_aro_cvterm_id": "36373", "category_aro_accession": "3000234", "category_aro_class_name": "AMR Gene Family", "category_aro_description": "Genes that when expressed confer resistance to vancomycin and teicoplanin type antibiotics."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}, "36220": {"category_aro_name": "glycopeptide antibiotic", "category_aro_cvterm_id": "36220", "category_aro_accession": "3000081", "category_aro_class_name": "Drug Class", "category_aro_description": "Glycopeptide antibiotics are natural products produced non-ribosomally by Actinomycetales bacteria. With the exception of bleomycins, they act by binding the terminal D-Ala-D-Ala in peptidoglycan precursors of the growing bacterial cell wall and are generally active against Gram-positive bacteria.  This inhibits transglycosylation leading to cell death due to osmotic stress."}, "35997": {"category_aro_name": "antibiotic target alteration", "category_aro_cvterm_id": "35997", "category_aro_accession": "0001001", "category_aro_class_name": "Resistance Mechanism", "category_aro_description": "Mutational alteration or enzymatic modification of antibiotic target which results in antibiotic resistance."}, "35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}, "ARO_name": "vanH gene in vanP cluster", "model_type": "protein homolog model", "model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "CARD_short_name": "vanH_in_vanP_cl", "ARO_id": "45927", "model_type_id": "40292"}, "5809": {"model_id": "5809", "ARO_accession": "3007187", "model_param": {"40297": {"param_value": {"12653": "C:45927,C:45928,C:45929,R:45930,R:45931"}, "param_type_id": "40297", "param_type": "gene order", "param_description": "Spatial clusters of genes are encoded using the gene order parameter: [gene type]:[cvterm_id],[gene type]:[cvterm_id], etc. The gene type designations are: R = regulatory, C = core, A = accessory."}}, "ARO_description": "This cluster confers resistance to both vancomycin and teicoplanin by allowing restructuring of peptidoglycan precursors to end in D-Ala-D-Lac. Resistance is acquired after multiple treatments with sub-minimum inhibitory concentrations of vancomycin. Gene orientation: vanHPXRS.", "model_name": "glycopeptide resistance gene cluster vanP", "ARO_category": {"36220": {"category_aro_name": "glycopeptide antibiotic", "category_aro_cvterm_id": "36220", "category_aro_accession": "3000081", "category_aro_class_name": "Drug Class", "category_aro_description": "Glycopeptide antibiotics are natural products produced non-ribosomally by Actinomycetales bacteria. With the exception of bleomycins, they act by binding the terminal D-Ala-D-Ala in peptidoglycan precursors of the growing bacterial cell wall and are generally active against Gram-positive bacteria.  This inhibits transglycosylation leading to cell death due to osmotic stress."}, "36373": {"category_aro_name": "glycopeptide resistance gene cluster", "category_aro_cvterm_id": "36373", "category_aro_accession": "3000234", "category_aro_class_name": "AMR Gene Family", "category_aro_description": "Genes that when expressed confer resistance to vancomycin and teicoplanin type antibiotics."}, "35997": {"category_aro_name": "antibiotic target alteration", "category_aro_cvterm_id": "35997", "category_aro_accession": "0001001", "category_aro_class_name": "Resistance Mechanism", "category_aro_description": "Mutational alteration or enzymatic modification of antibiotic target which results in antibiotic resistance."}, "35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}}, "ARO_name": "glycopeptide resistance gene cluster vanP", "model_type": "gene cluster meta-model", "model_description": "Gene Cluster Meta-Models (PKM) are used to curate spatial clusters of individual genes within operons, such as for glycopeptide resistance gene clusters. The individual genes will have their own individual detection models (e.g. PHM, PVM, POM, etc.) while the PKM checks to see if all the component genes of the cluster have a Strict or Perfect hit and are ordered correctly within an operon. PKMs are encoded using the gene order parameter. This model type is still under development and not currently supported by the Resistance Gene Identifier (RGI) software.", "CARD_short_name": "vanP_cluster", "ARO_id": "45926", "model_type_id": "40298"}, "5808": {"model_id": "5808", "ARO_accession": "3007192", "model_param": {"blastp_bit_score": {"param_value": "600", "param_type_id": "40725", "param_type": "BLASTP bit-score", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "ARO_description": "vanS variant in the vanP cluster.", "model_sequences": {"sequence": {"8490": {"dna_sequence": {"partial": "0", "sequence": "ATGAATAAGAGACTTAAAAAGAGTATTTCGCGCTACTTTTTTATCCGTTTTTTGCAGGGATTATGTTGTATGTCCTTTTTTTTAGTTTTTGCGTTGGGTATATCTTATTTGTGGTGCTCCGAAAGGGTATGGTACGAAGGAGAAGTCAGTTACTTTATTGTACATATTTTGCATGAATACTGGTATGTCCTGTTTTTGGGACTTATGATTATTGGATGTATTGTGATTGCCATGATAAATATAAGATGTATTGCACAGGGAATCAGTGACATTATGCAGGCAGTCCGTGATGTAAATGAAGAGAATGAGGTACAAATCGAACTTCCGGATTATCTGGCAGACGCACAGGCTCAGTTAACAGATATCAAAAATCATGTCGAGTGGAATAAAAAGACAGCACAGGAAGCCGTACAGAGAAAAAATGATCTGATTATGTATCTGGCACACGATTTAAAGACACCGCTTACTTCTACGATTGGTTATCTGACACTGCTTCATGATGAAAAAGAGATTTCTAAAGAAGTCCGTGACAAATATATGGGAATTGCATTAAAAAAATCCTTGCGTTTAGAAGAACTTTTGAATGAATTCTTTGAAATTGCCCGTTTTAATTTTTCTACTATGGTACTGGAAAAAGGAAATGTCAATATGTCAGTGATGGTGGAACAGCTTTTGTATGAGTTTAAGCCGTTATTTGATAAGAAAGGTCTGACCTATACCATAGATTTGGAAAAAGATGTCAATGTCTACTGTGATGTAGAGAAGATGGAGCGTGTGTTTGATAATTTGCTTAAAAATATAGTAAATTACAGTTATGAAAATACAGAGATTGCGATAACCCTAAAAGCAAATGGGGAACAGGGTATGCTTTTTGTAATTCGAAATCATGGTAAAACCATTCCAAAAGAAAAATGTGAACGCATTTTTGAACAGTTCTATCGTCTGGATGGTTCCCGTGGAACAAAGACAGGAGGTTCCGGGCTTGGTCTTGCCGTTGTAAAGGAAATCGTAGAGCTTCATGAAGGAACGGTAACCTGTGAAAGTGAAAATGAAGAAATCTGCTTTCGTATTACCATATAA", "fmax": "15333", "accession": "JAINTN010000010.1", "fmin": "14253", "strand": "-"}, "NCBI_taxonomy": {"NCBI_taxonomy_name": "Enterococcus faecium", "NCBI_taxonomy_id": "1352", "NCBI_taxonomy_cvterm_id": "36779"}, "protein_sequence": {"accession": "MBY8651250.1", "sequence": "MNKRLKKSISRYFFIRFLQGLCCMSFFLVFALGISYLWCSERVWYEGEVSYFIVHILHEYWYVLFLGLMIIGCIVIAMINIRCIAQGISDIMQAVRDVNEENEVQIELPDYLADAQAQLTDIKNHVEWNKKTAQEAVQRKNDLIMYLAHDLKTPLTSTIGYLTLLHDEKEISKEVRDKYMGIALKKSLRLEELLNEFFEIARFNFSTMVLEKGNVNMSVMVEQLLYEFKPLFDKKGLTYTIDLEKDVNVYCDVEKMERVFDNLLKNIVNYSYENTEIAITLKANGEQGMLFVIRNHGKTIPKEKCERIFEQFYRLDGSRGTKTGGSGLGLAVVKEIVELHEGTVTCESENEEICFRITI"}}}}, "model_name": "vanS gene in vanP cluster", "ARO_category": {"36210": {"category_aro_name": "vanS", "category_aro_cvterm_id": "36210", "category_aro_accession": "3000071", "category_aro_class_name": "AMR Gene Family", "category_aro_description": "VanS is similar to histidine protein kinases like EnvZ and acts as a response regulator by activating VanR. VanS is required for high level transcription of other van glycopeptide resistance genes."}, "36373": {"category_aro_name": "glycopeptide resistance gene cluster", "category_aro_cvterm_id": "36373", "category_aro_accession": "3000234", "category_aro_class_name": "AMR Gene Family", "category_aro_description": "Genes that when expressed confer resistance to vancomycin and teicoplanin type antibiotics."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}, "36220": {"category_aro_name": "glycopeptide antibiotic", "category_aro_cvterm_id": "36220", "category_aro_accession": "3000081", "category_aro_class_name": "Drug Class", "category_aro_description": "Glycopeptide antibiotics are natural products produced non-ribosomally by Actinomycetales bacteria. With the exception of bleomycins, they act by binding the terminal D-Ala-D-Ala in peptidoglycan precursors of the growing bacterial cell wall and are generally active against Gram-positive bacteria.  This inhibits transglycosylation leading to cell death due to osmotic stress."}, "35997": {"category_aro_name": "antibiotic target alteration", "category_aro_cvterm_id": "35997", "category_aro_accession": "0001001", "category_aro_class_name": "Resistance Mechanism", "category_aro_description": "Mutational alteration or enzymatic modification of antibiotic target which results in antibiotic resistance."}, "35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}, "ARO_name": "vanS gene in vanP cluster", "model_type": "protein homolog model", "model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "CARD_short_name": "vanS_in_vanP_cl", "ARO_id": "45931", "model_type_id": "40292"}, "5805": {"model_id": "5805", "ARO_accession": "3007189", "model_param": {"blastp_bit_score": {"param_value": "350", "param_type_id": "40725", "param_type": "BLASTP bit-score", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "ARO_description": "vanP is a D-Ala-D-Ala ligase homolog that synthesizes D-Ala-D-Lac, an alternative substrate for peptidoglycan synthesis that reduces vancomycin binding affinity. It is associated with both vancomycin and teicoplanin resistance.", "model_sequences": {"sequence": {"8485": {"dna_sequence": {"partial": "0", "sequence": "ATGCGTAAAGTATTAGTATTATTTGGAGGATGTTCAGAGGAGCACGATATTTCCGTAAAATCAGCAACAGAGGTTTATCATTACATTGATAAGCAGAAATATGACGTGACATATGTAGGAATTACAAAGGATGGCAGATGGAGAAAGGTAAACAGTCCGAAGGAGCCATTAGAGGAAAGCAAGACGATGGCAATTCTATCACCGGATACAGGAAAGAAAGGCATCTTATTAATAGAAGAGAATACATATACTTTACAGGAAATCGATGTGATTTTTCCGGTGATGCATGGAAAGATGGGTGAAGACGGTCAGCTTCAGGGAATTATGGAACTGTCTGGAATTCCTTATGTTGGATGCGATATTGAATCCTCCGTAATCGCCATGGATAAGTCACTTGCCAATATGGTAGCCGACAGAGCAGGGATTTTGGTGCCTTGGTTTATGGCAAAAAATGATGTCAAAGAATTTGATGCAGACATTCTTCCTTATCCGGTATTTGTAAAGCCGGCAAGATCCGGCTCATCCTTTGGTATCAGCAAGGTAGAGAACCGCGAGCAGTTTGCTGATGCCGTAAAGGAAGCATTGCAATATGACAGTAAGATATTAGTTGAGGAAGCCATTCAGGGACAGGAAGTAGCCTGTGCCATTATGGGAAGAGGAGAGGAGTTACTGACAGGGGAAGTCGATATGGTACAGGTGAAAAATGGATTTTTCCGTATTCATCAGGAGAAAAATCCGGAGGGCGGTTCAGAAAATGCAGTGATTACGGTACCGGCTCCACTTGATATGCCTGCAACAGAGCGTATCAAAAAGGAAGCGAAAAAAATCTATAAAGCGCTTGGCTGTAAAGGTCTTGCCCGTGTGGATATGTTCCTGACAAAAGAGGGACGAATTGTATTAAATGAAGTCAATACCCTTCCGGGAATGACCTGTTACAGCCGTTATCCGGCAATGATGAAGGCAGCAGGAATTGAATTTACCGATATGGTGGAACGTCTGATAGAAGAAGCTTTGGGTGCTAATGCATAG", "fmax": "17901", "accession": "JAINTN010000010.1", "fmin": "16872", "strand": "-"}, "NCBI_taxonomy": {"NCBI_taxonomy_name": "Enterococcus faecium", "NCBI_taxonomy_id": "1352", "NCBI_taxonomy_cvterm_id": "36779"}, "protein_sequence": {"accession": "MBY8651253.1", "sequence": "MRKVLVLFGGCSEEHDISVKSATEVYHYIDKQKYDVTYVGITKDGRWRKVNSPKEPLEESKTMAILSPDTGKKGILLIEENTYTLQEIDVIFPVMHGKMGEDGQLQGIMELSGIPYVGCDIESSVIAMDKSLANMVADRAGILVPWFMAKNDVKEFDADILPYPVFVKPARSGSSFGISKVENREQFADAVKEALQYDSKILVEEAIQGQEVACAIMGRGEELLTGEVDMVQVKNGFFRIHQEKNPEGGSENAVITVPAPLDMPATERIKKEAKKIYKALGCKGLARVDMFLTKEGRIVLNEVNTLPGMTCYSRYPAMMKAAGIEFTDMVERLIEEALGANA"}}}}, "model_name": "vanP", "ARO_category": {"36373": {"category_aro_name": "glycopeptide resistance gene cluster", "category_aro_cvterm_id": "36373", "category_aro_accession": "3000234", "category_aro_class_name": "AMR Gene Family", "category_aro_description": "Genes that when expressed confer resistance to vancomycin and teicoplanin type antibiotics."}, "39340": {"category_aro_name": "Van ligase", "category_aro_cvterm_id": "39340", "category_aro_accession": "3002906", "category_aro_class_name": "AMR Gene Family", "category_aro_description": "Van ligases synthesize alternative substrates for peptidoglycan synthesis that reduce vancomycin binding affinity."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}, "36220": {"category_aro_name": "glycopeptide antibiotic", "category_aro_cvterm_id": "36220", "category_aro_accession": "3000081", "category_aro_class_name": "Drug Class", "category_aro_description": "Glycopeptide antibiotics are natural products produced non-ribosomally by Actinomycetales bacteria. With the exception of bleomycins, they act by binding the terminal D-Ala-D-Ala in peptidoglycan precursors of the growing bacterial cell wall and are generally active against Gram-positive bacteria.  This inhibits transglycosylation leading to cell death due to osmotic stress."}, "35997": {"category_aro_name": "antibiotic target alteration", "category_aro_cvterm_id": "35997", "category_aro_accession": "0001001", "category_aro_class_name": "Resistance Mechanism", "category_aro_description": "Mutational alteration or enzymatic modification of antibiotic target which results in antibiotic resistance."}, "35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}, "ARO_name": "vanP", "model_type": "protein homolog model", "model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "CARD_short_name": "vanP", "ARO_id": "45928", "model_type_id": "40292"}, "5802": {"model_id": "5802", "ARO_accession": "3007186", "model_param": {"blastp_bit_score": {"param_value": "700", "param_type_id": "40725", "param_type": "BLASTP bit-score", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}, "snp": {"param_type": "single resistance variant", "param_value": {"12648": "S292L", "12649": "V219A"}, "clinical": {"12648": "S292L", "12649": "V219A"}, "param_type_id": "36301", "param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "ARO_description": "Mutations in the M. tuberculosis efflux pump Rv1258c (Tap) conferring resistance to pyrazinamide, isoniazid, and streptomycin.", "model_sequences": {"sequence": {"8483": {"dna_sequence": {"partial": "0", "sequence": "ATGAGAAACAGCAACCGCGGCCCGGCATTCCTGATCCTGTTCGCAACGCTGATGGCGGCCGCGGGTGATGGCGTCTCGATAGTCGCGTTTCCGTGGCTGGTGTTGCAGCGCGAGGGCAGCGCTGGGCAGGCCTCGATCGTGGCCAGTGCGACCATGCTGCCGCTGTTGTTCGCCACGCTGGTCGCCGGCACCGCGGTCGACTACTTCGGGCGTCGCCGGGTGTCGATGGTGGCCGATGCGCTGTCGGGTGCGGCGGTGGCCGGCGTCCCCCTGGTGGCGTGGGGGTACGGCGGCGACGCGGTCAACGTGCTGGTGCTGGCCGTATTGGCCGCCCTGGCGGCCGCCTTCGGCCCGGCAGGCATGACGGCTCGTGACTCGATGCTGCCCGAGGCCGCCGCTCGGGCAGGCTGGTCGTTGGACCGCATCAACGGCGCCTACGAGGCGATCCTCAACCTGGCCTTTATTGTCGGCCCGGCCATCGGTGGCTTGATGATCGCGACGGTTGGCGGCATCACCACAATGTGGATTACCGCGACGGCATTCGGGTTGTCCATCCTCGCGATTGCCGCCCTGCAACTCGAGGGTGCCGGCAAGCCGCACCACACCTCGCGGCCCCAAGGGTTGGTATCCGGGATCGCCGAGGGGCTGCGCTTCGTCTGGAACCTGCGGGTATTGCGCACCCTCGGGATGATTGACCTGACCGTCACCGCGCTGTATCTGCCGATGGAGAGCGTGCTGTTCCCGAAATACTTCACCGACCACCAGCAACCGGTGCAGCTGGGTTGGGCGTTGATGGCGATCGCCGGCGGCGGCCTGGTGGGAGCGCTGGGGTATGCCGTGTTGGCTATCCGCGTTCCCCGTCGCGTGACCATGTCGACCGCGGTTCTTACCCTGGGTTTGGCATCGATGGTCATCGCGTTCCTGCCGCCACTGCCGGTCATCATGGTGTTGTGCGCGGTGGTCGGCCTGGTGTACGGACCCATCCAGCCGATCTATAACTACGTGATACAGACGCGGGCAGCACAGCATCTGCGCGGCCGGGTAGTCGGGGTGATGACGTCGCTGGCCTACGCCGCCGGCCCGTTGGGTCTGTTGCTGGCCGGTCCACTGACCGACGCCGCTGGACTGCATGCCACGTTTCTCGCGTTGGCACTGCCCATCGTGTGCACCGGGCTGGTCGCGATCCGGCTGCCCGCGCTGCGCGAACTGGATCTGGCGCCCCAAGCGGACATCGATCGGCCCGTAGGATCGGCTCAGTGA", "fmax": "1406827", "accession": "AE000516.2", "fmin": "1405567", "strand": "-"}, "NCBI_taxonomy": {"NCBI_taxonomy_name": "Mycobacterium tuberculosis CDC1551", "NCBI_taxonomy_id": "83331", "NCBI_taxonomy_cvterm_id": "37081"}, "protein_sequence": {"accession": "AAK45555.1", "sequence": "MRNSNRGPAFLILFATLMAAAGDGVSIVAFPWLVLQREGSAGQASIVASATMLPLLFATLVAGTAVDYFGRRRVSMVADALSGAAVAGVPLVAWGYGGDAVNVLVLAVLAALAAAFGPAGMTARDSMLPEAAARAGWSLDRINGAYEAILNLAFIVGPAIGGLMIATVGGITTMWITATAFGLSILAIAALQLEGAGKPHHTSRPQGLVSGIAEGLRFVWNLRVLRTLGMIDLTVTALYLPMESVLFPKYFTDHQQPVQLGWALMAIAGGGLVGALGYAVLAIRVPRRVTMSTAVLTLGLASMVIAFLPPLPVIMVLCAVVGLVYGPIQPIYNYVIQTRAAQHLRGRVVGVMTSLAYAAGPLGLLLAGPLTDAAGLHATFLALALPIVCTGLVAIRLPALRELDLAPQADIDRPVGSAQ"}}}}, "model_name": "Mycobacterium tuberculosis Rv1258c mutations confer resistance to pyrazinamide, isoniazid, and streptomycin", "ARO_category": {"39997": {"category_aro_name": "pyrazinamide", "category_aro_cvterm_id": "39997", "category_aro_accession": "3003413", "category_aro_class_name": "Antibiotic", "category_aro_description": "Pyrazinamide is an antimycobacterial. It is highly specific and active only against Mycobacterium tuberculosis. This compound is a prodrug and needs to be activated inside the cell. It interferes with the bacterium's ability to synthesize new fatty acids, causing cell death."}, "36666": {"category_aro_name": "polyamine antibiotic", "category_aro_cvterm_id": "36666", "category_aro_accession": "3000527", "category_aro_class_name": "Drug Class", "category_aro_description": "Polyamine antibiotics are organic compounds having two or more primary amino groups."}, "45923": {"category_aro_name": "multidrug resistant Rv1258c", "category_aro_cvterm_id": "45923", "category_aro_accession": "3007184", "category_aro_class_name": "AMR Gene Family", "category_aro_description": "Mutations in the Rv1258c efflux pump contributing to resistance to multiple antibiotics."}, "36659": {"category_aro_name": "isoniazid", "category_aro_cvterm_id": "36659", "category_aro_accession": "3000520", "category_aro_class_name": "Antibiotic", "category_aro_description": "Isoniazid is an organic compound that is the first-line anti tuberculosis medication in prevention and treatment. As a prodrug, it is activated by mycobacterial catalase-peroxidases such as M. tuberculosis KatG. Isoniazid inhibits mycolic acid synthesis, which prevents cell wall synthesis in mycobacteria."}, "45734": {"category_aro_name": "isoniazid-like antibiotic", "category_aro_cvterm_id": "45734", "category_aro_accession": "3007152", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics containing isoniazid and its derivatives."}, "45737": {"category_aro_name": "pyrazine antibiotic", "category_aro_cvterm_id": "45737", "category_aro_accession": "3007155", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from pyrazine."}, "35997": {"category_aro_name": "antibiotic target alteration", "category_aro_cvterm_id": "35997", "category_aro_accession": "0001001", "category_aro_class_name": "Resistance Mechanism", "category_aro_description": "Mutational alteration or enzymatic modification of antibiotic target which results in antibiotic resistance."}, "35958": {"category_aro_name": "streptomycin", "category_aro_cvterm_id": "35958", "category_aro_accession": "0000040", "category_aro_class_name": "Antibiotic", "category_aro_description": "Streptomycin is an aminoglycoside antibiotic used to treat different types of bacterial infections. Streptomycin works by binding to the bacterial 30S ribosomal subunit, causing misreading of mRNA and leaving the bacterium unable to synthesize proteins vital to its growth."}, "35935": {"category_aro_name": "aminoglycoside antibiotic", "category_aro_cvterm_id": "35935", "category_aro_accession": "0000016", "category_aro_class_name": "Drug Class", "category_aro_description": "Aminoglycosides are a group of antibiotics that are mostly effective against Gram-negative bacteria. These molecules consist of aminated sugars attached to a dibasic cyclitol. Aminoglycosides work by binding to the bacterial 30S ribosomal subunit (some work by binding to the 50S subunit), inhibiting the translocation of the peptidyl-tRNA from the A-site to the P-site and also causing misreading of mRNA, leaving the bacterium unable to synthesize proteins vital to its growth."}}, "ARO_name": "Mycobacterium tuberculosis Rv1258c mutations confer resistance to pyrazinamide, isoniazid, and streptomycin", "model_type": "protein variant model", "model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "CARD_short_name": "Mtub_tap_MULT", "ARO_id": "45925", "model_type_id": "40293"}, "5801": {"model_id": "5801", "ARO_accession": "3007185", "model_param": {"blastp_bit_score": {"param_value": "700", "param_type_id": "40725", "param_type": "BLASTP bit-score", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}, "snp": {"param_type": "single resistance variant", "param_value": {"12644": "T297P", "12645": "I328T"}, "clinical": {"12644": "T297P", "12645": "I328T"}, "param_type_id": "36301", "param_description": "A nucleotide or amino acid substitution that confers elevated resistance to antibiotic(s) relative to wild type with with format [wild-type][position][mutation], e.g. R184Q."}}, "ARO_description": "Mutations in the M. tuberculosis efflux pump Rv1258c (Tap) conferring resistance to multiple ethambutol and capreomycin.", "model_sequences": {"sequence": {"8482": {"dna_sequence": {"partial": "0", "sequence": "ATGAGAAACAGCAACCGCGGCCCGGCATTCCTGATCCTGTTCGCAACGCTGATGGCGGCCGCGGGTGATGGCGTCTCGATAGTCGCGTTTCCGTGGCTGGTGTTGCAGCGCGAGGGCAGCGCTGGGCAGGCCTCGATCGTGGCCAGTGCGACCATGCTGCCGCTGTTGTTCGCCACGCTGGTCGCCGGCACCGCGGTCGACTACTTCGGGCGTCGCCGGGTGTCGATGGTGGCCGATGCGCTGTCGGGTGCGGCGGTGGCCGGCGTCCCCCTGGTGGCGTGGGGGTACGGCGGCGACGCGGTCAACGTGCTGGTGCTGGCCGTATTGGCCGCCCTGGCGGCCGCCTTCGGCCCGGCAGGCATGACGGCTCGTGACTCGATGCTGCCCGAGGCCGCCGCTCGGGCAGGCTGGTCGTTGGACCGCATCAACGGCGCCTACGAGGCGATCCTCAACCTGGCCTTTATTGTCGGCCCGGCCATCGGTGGCTTGATGATCGCGACGGTTGGCGGCATCACCACAATGTGGATTACCGCGACGGCATTCGGGTTGTCCATCCTCGCGATTGCCGCCCTGCAACTCGAGGGTGCCGGCAAGCCGCACCACACCTCGCGGCCCCAAGGGTTGGTATCCGGGATCGCCGAGGGGCTGCGCTTCGTCTGGAACCTGCGGGTATTGCGCACCCTCGGGATGATTGACCTGACCGTCACCGCGCTGTATCTGCCGATGGAGAGCGTGCTGTTCCCGAAATACTTCACCGACCACCAGCAACCGGTGCAGCTGGGTTGGGCGTTGATGGCGATCGCCGGCGGCGGCCTGGTGGGAGCGCTGGGGTATGCCGTGTTGGCTATCCGCGTTCCCCGTCGCGTGACCATGTCGACCGCGGTTCTTACCCTGGGTTTGGCATCGATGGTCATCGCGTTCCTGCCGCCACTGCCGGTCATCATGGTGTTGTGCGCGGTGGTCGGCCTGGTGTACGGACCCATCCAGCCGATCTATAACTACGTGATACAGACGCGGGCAGCACAGCATCTGCGCGGCCGGGTAGTCGGGGTGATGACGTCGCTGGCCTACGCCGCCGGCCCGTTGGGTCTGTTGCTGGCCGGTCCACTGACCGACGCCGCTGGACTGCATGCCACGTTTCTCGCGTTGGCACTGCCCATCGTGTGCACCGGGCTGGTCGCGATCCGGCTGCCCGCGCTGCGCGAACTGGATCTGGCGCCCCAAGCGGACATCGATCGGCCCGTAGGATCGGCTCAGTGA", "fmax": "1406827", "accession": "AE000516.2", "fmin": "1405567", "strand": "-"}, "NCBI_taxonomy": {"NCBI_taxonomy_name": "Mycobacterium tuberculosis CDC1551", "NCBI_taxonomy_id": "83331", "NCBI_taxonomy_cvterm_id": "37081"}, "protein_sequence": {"accession": "AAK45555.1", "sequence": "MRNSNRGPAFLILFATLMAAAGDGVSIVAFPWLVLQREGSAGQASIVASATMLPLLFATLVAGTAVDYFGRRRVSMVADALSGAAVAGVPLVAWGYGGDAVNVLVLAVLAALAAAFGPAGMTARDSMLPEAAARAGWSLDRINGAYEAILNLAFIVGPAIGGLMIATVGGITTMWITATAFGLSILAIAALQLEGAGKPHHTSRPQGLVSGIAEGLRFVWNLRVLRTLGMIDLTVTALYLPMESVLFPKYFTDHQQPVQLGWALMAIAGGGLVGALGYAVLAIRVPRRVTMSTAVLTLGLASMVIAFLPPLPVIMVLCAVVGLVYGPIQPIYNYVIQTRAAQHLRGRVVGVMTSLAYAAGPLGLLLAGPLTDAAGLHATFLALALPIVCTGLVAIRLPALRELDLAPQADIDRPVGSAQ"}}}}, "model_name": "Mycobacterium tuberculosis Rv1258c mutations confer resistance to ethambutol and capreomycin", "ARO_category": {"36666": {"category_aro_name": "polyamine antibiotic", "category_aro_cvterm_id": "36666", "category_aro_accession": "3000527", "category_aro_class_name": "Drug Class", "category_aro_description": "Polyamine antibiotics are organic compounds having two or more primary amino groups."}, "45923": {"category_aro_name": "multidrug resistant Rv1258c", "category_aro_cvterm_id": "45923", "category_aro_accession": "3007184", "category_aro_class_name": "AMR Gene Family", "category_aro_description": "Mutations in the Rv1258c efflux pump contributing to resistance to multiple antibiotics."}, "45734": {"category_aro_name": "isoniazid-like antibiotic", "category_aro_cvterm_id": "45734", "category_aro_accession": "3007152", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics containing isoniazid and its derivatives."}, "36636": {"category_aro_name": "ethambutol", "category_aro_cvterm_id": "36636", "category_aro_accession": "3000497", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ethambutol is an antimycobacterial drug prescribed to treat tuberculosis. It is usually given in combination with other tuberculosis drugs, such as isoniazid, rifampicin, and pyrazinamide. Ethambutol inhibits arabinosyl biosynthesis, disrupting mycobacterial cell wall formation."}, "45737": {"category_aro_name": "pyrazine antibiotic", "category_aro_cvterm_id": "45737", "category_aro_accession": "3007155", "category_aro_class_name": "Drug Class", "category_aro_description": "A group of antibiotics derived from pyrazine."}, "35997": {"category_aro_name": "antibiotic target alteration", "category_aro_cvterm_id": "35997", "category_aro_accession": "0001001", "category_aro_class_name": "Resistance Mechanism", "category_aro_description": "Mutational alteration or enzymatic modification of antibiotic target which results in antibiotic resistance."}, "40875": {"category_aro_name": "capreomycin", "category_aro_cvterm_id": "40875", "category_aro_accession": "3003993", "category_aro_class_name": "Antibiotic", "category_aro_description": "Capreomycin is an aminoglycoside antibiotic, capable of treating a large number of infections but in particular used for killing bacteria causing tuberculosis."}, "35935": {"category_aro_name": "aminoglycoside antibiotic", "category_aro_cvterm_id": "35935", "category_aro_accession": "0000016", "category_aro_class_name": "Drug Class", "category_aro_description": "Aminoglycosides are a group of antibiotics that are mostly effective against Gram-negative bacteria. These molecules consist of aminated sugars attached to a dibasic cyclitol. Aminoglycosides work by binding to the bacterial 30S ribosomal subunit (some work by binding to the 50S subunit), inhibiting the translocation of the peptidyl-tRNA from the A-site to the P-site and also causing misreading of mRNA, leaving the bacterium unable to synthesize proteins vital to its growth."}}, "ARO_name": "Mycobacterium tuberculosis Rv1258c mutations confer resistance to ethambutol and capreomycin", "model_type": "protein variant model", "model_description": "Protein Variant Models (PVM) perform a similar search as Protein Homolog Models (PHM), i.e. detect protein sequences based on their similarity to a curated reference sequence, but secondarily screen query sequences for curated sets of mutations to differentiate them from antibiotic susceptible wild-type alleles. PVMs are designed to detect AMR acquired via mutation of house-keeping genes or antibiotic targets, e.g. a mutated gyrase resistant to aminocoumarin antibiotics. PVMs include a protein reference sequence (often from antibiotic susceptible wild-type alleles), a curated bit-score cut-off, and mapped resistance variants. Mapped resistance variants may include any or all of single point mutations, insertions, or deletions curated from the scientific literature. A Strict RGI match has a BLASTP bit-score above the curated BLASTP cutoff value and contains at least one curated mutation from amongst the mapped resistance variants, while a Loose RGI match has a bit-score less than the curated BLASTP bit-score cut-off but still contains at least one curated mutation from amongst the mapped resistance variants.", "CARD_short_name": "Mtub_tap_EMCM", "ARO_id": "45924", "model_type_id": "40293"}, "5800": {"model_id": "5800", "ARO_accession": "3007182", "model_param": {"blastp_bit_score": {"param_value": "500", "param_type_id": "40725", "param_type": "BLASTP bit-score", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "ARO_description": "blaC is a broad-spectrum class A beta-lactamase coded in the chromosome of Mycobacterium tuberculosis. It has been shown to hydrolyze a large number of beta-lactam antibiotics and is a major obstacle in the treatment of tuberculosis with such drugs.", "model_sequences": {"sequence": {"8481": {"dna_sequence": {"partial": "0", "sequence": "ATGCGCAACAGAGGATTCGGTCGTCGCGAACTGCTGGTAGCGATGGCAATGCTGGTTTCCGTGACGGGGTGTGCACGGCATGCGAGCGGGGCCCGTCCGGCATCGACAACCTTGCCGGCCGGAGCGGATCTGGCGGATCGCTTCGCCGAGCTGGAGCGCAGATACGATGCCCGGCTTGGGGTGTATGTGCCCGCCACCGGCACCACCGCCGCGATCGAATACCGCGCCGATGAGCGGTTCGCATTCTGCTCCACGTTCAAGGCGCCGCTCGTGGCGGCGGTGCTGCACCAAAACCCGCTCACGCATCTGGACAAACTGATCACCTACACCAGTGACGACATTCGGTCGATCTCCCCGGTGGCCCAACAACACGTTCAGACCGGGATGACGATCGGGCAGCTTTGCGATGCGGCGATACGCTATAGCGACGGCACCGCCGCCAACCTGTTGCTGGCCGATCTTGGCGGTCCCGGGGGCGGCACCGCGGCATTTACCGGCTACCTCCGCAGCTTGGGTGACACCGTGAGCCGGTTGGACGCCGAGGAACCGGAGTTGAACCGCGATCCGCCCGGGGACGAACGGGATACCACAACACCGCACGCCATCGCCCTGGTGTTGCAGCAGCTTGTTCTCGGCAACGCGTTGCCGCCCGACAAGCGGGCACTGCTCACCGATTGGATGGCGCGCAACACCACCGGAGCCAAGCGGATCCGAGCGGGCTTTCCCGCCGATTGGAAGGTGATCGACAAGACCGGGACCGGTGACTACGGACGAGCAAACGACATCGCGGTCGTGTGGTCACCGACCGGCGTGCCCTACGTGGTGGCCGTCATGTCCGATCGTGCCGGCGGCGGGTATGACGCCGAGCCCCGTGAGGCGCTGCTCGCCGAGGCGGCGACGTGCGTTGCCGGTGTGCTTGCATAG", "fmax": "2326809", "accession": "AL123456.3", "fmin": "2325885", "strand": "-"}, "NCBI_taxonomy": {"NCBI_taxonomy_name": "Mycobacterium tuberculosis H37Rv", "NCBI_taxonomy_id": "83332", "NCBI_taxonomy_cvterm_id": "39507"}, "protein_sequence": {"accession": "CCP44842.1", "sequence": "MRNRGFGRRELLVAMAMLVSVTGCARHASGARPASTTLPAGADLADRFAELERRYDARLGVYVPATGTTAAIEYRADERFAFCSTFKAPLVAAVLHQNPLTHLDKLITYTSDDIRSISPVAQQHVQTGMTIGQLCDAAIRYSDGTAANLLLADLGGPGGGTAAFTGYLRSLGDTVSRLDAEEPELNRDPPGDERDTTTPHAIALVLQQLVLGNALPPDKRALLTDWMARNTTGAKRIRAGFPADWKVIDKTGTGDYGRANDIAVVWSPTGVPYVVAVMSDRAGGGYDAEPREALLAEAATCVAGVLA"}}}}, "model_name": "blaC", "ARO_category": {"36017": {"category_aro_name": "penam", "category_aro_cvterm_id": "36017", "category_aro_accession": "3000008", "category_aro_class_name": "Drug Class", "category_aro_description": "Penams are a group of antibiotics derived from Penicillium fungi that share a skeleton beta-lactam moiety fused with a thiazolidine ring. This is the most defining feature of penicillins. Penicillin antibiotics are historically significant because they are the first drugs that were effective against many previously serious diseases such as syphilis and Staphylococcus infections. Penicillins are still widely used today, though many types of bacteria are now resistant. All penicillins are beta-lactam antibiotics in the penam sub-group, and are used in the treatment of bacterial infections caused by susceptible, usually Gram-positive, organisms."}, "36000": {"category_aro_name": "antibiotic inactivation", "category_aro_cvterm_id": "36000", "category_aro_accession": "0001004", "category_aro_class_name": "Resistance Mechanism", "category_aro_description": "Enzymatic inactivation of antibiotic to confer drug resistance."}, "45920": {"category_aro_name": "class A Mycobacterium tuberculosis bla beta-lactamase", "category_aro_cvterm_id": "45920", "category_aro_accession": "3007181", "category_aro_class_name": "AMR Gene Family", "category_aro_description": "Class A beta-lactamase from M. tuberculosis."}, "40360": {"category_aro_name": "penem", "category_aro_cvterm_id": "40360", "category_aro_accession": "3003706", "category_aro_class_name": "Drug Class", "category_aro_description": "Penems are a class of unsaturated beta-lactam antibiotics with a broad spectrum of antibacterial activity and have a structure which renders them highly resistant to beta-lactamases. All penems are all synthetically made and act by inhibiting the synthesis of the peptidoglycan layer of bacterial cell walls. They are structurally similar to carbapenems, however, where carbapenems have a carbon, penems have a sulfur."}, "35951": {"category_aro_name": "cephalosporin", "category_aro_cvterm_id": "35951", "category_aro_accession": "0000032", "category_aro_class_name": "Drug Class", "category_aro_description": "Cephalosporins are a class of beta-lactam antibiotics, containing the beta-lactam ring fused with a dihydrothiazolidine ring. Together with cephamycins they belong to a sub-group called cephems. Cephalosporin are bactericidal, and act by inhibiting the synthesis of the peptidoglycan layer of bacterial cell walls. The peptidoglycan layer is important for cell wall structural integrity, especially in Gram-positive organisms."}, "37084": {"category_aro_name": "cefalotin", "category_aro_cvterm_id": "37084", "category_aro_accession": "3000704", "category_aro_class_name": "Antibiotic", "category_aro_description": "Cefalotin is a semisynthetic cephalosporin antibiotic activate against staphylococci. It is resistant to staphylococci beta-lactamases but hydrolyzed by enterobacterial beta-lactamases."}, "35962": {"category_aro_name": "cephamycin", "category_aro_cvterm_id": "35962", "category_aro_accession": "0000044", "category_aro_class_name": "Drug Class", "category_aro_description": "Cephamycins are a group of beta-lactam antibiotics, very similar to cephalosporins. Together with cephalosporins, they form a sub-group of antibiotics known as cephems. Cephamycins are bactericidal, and act by inhibiting the synthesis of the peptidoglycan layer of bacterial cell walls. The peptidoglycan layer is important for cell wall structural integrity, especially in Gram-positive organisms. The 7-alpha-methoxy group increases resistance to beta-lactamases."}, "40523": {"category_aro_name": "ticarcillin", "category_aro_cvterm_id": "40523", "category_aro_accession": "3003832", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ticarcillin is a carboxypenicillin used for the treatment of Gram-negative bacteria, particularly P. aeruginosa. Ticarcillin's antibiotic properties arise from its ability to prevent cross-linking of peptidoglycan during cell wall synthesis, when the bacteria try to divide, causing cell death."}, "35981": {"category_aro_name": "amoxicillin", "category_aro_cvterm_id": "35981", "category_aro_accession": "0000064", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amoxicillin is a moderate-spectrum, bacteriolytic, beta-lactam antibiotic used to treat bacterial infections caused by susceptible microorganisms. A derivative of penicillin, it has a wider range of treatment but remains relatively ineffective against Gram-negative bacteria. It is commonly taken with clavulanic acid, a beta-lactamase inhibitor. Like other beta-lactams, amoxicillin interferes with the synthesis of peptidoglycan."}, "40522": {"category_aro_name": "temocillin", "category_aro_cvterm_id": "40522", "category_aro_accession": "3003831", "category_aro_class_name": "Antibiotic", "category_aro_description": "Temocillin is a beta-lactamase resistant carboxypenicillin. It is primarily used for the treatment of multiple drug resistant, Gram-negative bacteria, specifically Enterobacteriaceae."}, "35927": {"category_aro_name": "cefoxitin", "category_aro_cvterm_id": "35927", "category_aro_accession": "0000008", "category_aro_class_name": "Antibiotic", "category_aro_description": "Cefoxitin is a cephamycin antibiotic often grouped with the second generation cephalosporins. Cefoxitin is bactericidal and acts by inhibiting the synthesis of the peptidoglycan layer of bacterial cell walls. The peptidoglycan layer is important for cell wall structural integrity, especially in Gram-positive organisms. Cefoxitin's 7-alpha-methoxy group and 3' leaving group make it a poor substrate for most beta-lactamases."}}, "ARO_name": "blaC", "model_type": "protein homolog model", "model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "CARD_short_name": "blaC", "ARO_id": "45921", "model_type_id": "40292"}, "5807": {"model_id": "5807", "ARO_accession": "3007191", "model_param": {"blastp_bit_score": {"param_value": "400", "param_type_id": "40725", "param_type": "BLASTP bit-score", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "ARO_description": "vanR variant in the vanP cluster.", "model_sequences": {"sequence": {"8489": {"dna_sequence": {"partial": "0", "sequence": "ATGAATAATAGTCAGAAAAACATACTTATTGTAGATGATGAAGAAGAAATCGCAGACTTATTAGAAGTATATTTAAAAAATGAAGGATATCAGGTTTTTAAATATTATAGCGGGCAGGGGGTTTTAGAGTGCATCGAGCATGAAGACATTCACCTTGCCCTGTTAGATGTTATGCTGCCGGATACGGATGGATTCAGTCTGTGCAGAAAGATTCGGGAGAAATGGTTCTTTCCGATTATCATGTTGACAGCAAAGGTAGAGGAAACCGATAAGATTATGGGCATCACGTTAGGAGCCGACGATTACATAACCAAACCATTTAATCCATTAGAGGTATTGGCAAGAGTGAAAGGTCAGCTTAGACGTGCCGATGTCTATAATGTTTCACTGGGAAATGAAGAAGAAGCTTCCAAAGAAAATGTATTTCAGATTCGTGGTCTGGAAATCAATGAAAACAATCATACCTGTTTTTTATATGGTGAAGAGATTTCTCTGACGCCGATAGAGTTTAATATTCTGCTGTGCCTTTGCAAGCATTTAGGAGAAGTTGTTTCATCAGAAGAGTTATTCGAAACGGTGTGGGGGGAGAAATACATGGATAGTAACAATACTGTTTTTTCTCATGTCGCCCGCATTCGTGAAAAGATGCATGAAGAGGCAAGGAAACCAAAATTCATTAAAACTGTCTGGGGTGTCGGTTACAAGATAGAGAAATCATAA", "fmax": "16080", "accession": "JAINTN010000010.1", "fmin": "15360", "strand": "-"}, "NCBI_taxonomy": {"NCBI_taxonomy_name": "Enterococcus faecium", "NCBI_taxonomy_id": "1352", "NCBI_taxonomy_cvterm_id": "36779"}, "protein_sequence": {"accession": "MBY8651251.1", "sequence": "MNNSQKNILIVDDEEEIADLLEVYLKNEGYQVFKYYSGQGVLECIEHEDIHLALLDVMLPDTDGFSLCRKIREKWFFPIIMLTAKVEETDKIMGITLGADDYITKPFNPLEVLARVKGQLRRADVYNVSLGNEEEASKENVFQIRGLEINENNHTCFLYGEEISLTPIEFNILLCLCKHLGEVVSSEELFETVWGEKYMDSNNTVFSHVARIREKMHEEARKPKFIKTVWGVGYKIEKS"}}}}, "model_name": "vanR gene in vanP cluster", "ARO_category": {"36713": {"category_aro_name": "vanR", "category_aro_cvterm_id": "36713", "category_aro_accession": "3000574", "category_aro_class_name": "AMR Gene Family", "category_aro_description": "VanR is a OmpR-family transcriptional activator in the VanSR regulatory system. When activated by VanS, it promotes cotranscription of VanA, VanH, and VanX."}, "36373": {"category_aro_name": "glycopeptide resistance gene cluster", "category_aro_cvterm_id": "36373", "category_aro_accession": "3000234", "category_aro_class_name": "AMR Gene Family", "category_aro_description": "Genes that when expressed confer resistance to vancomycin and teicoplanin type antibiotics."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}, "36220": {"category_aro_name": "glycopeptide antibiotic", "category_aro_cvterm_id": "36220", "category_aro_accession": "3000081", "category_aro_class_name": "Drug Class", "category_aro_description": "Glycopeptide antibiotics are natural products produced non-ribosomally by Actinomycetales bacteria. With the exception of bleomycins, they act by binding the terminal D-Ala-D-Ala in peptidoglycan precursors of the growing bacterial cell wall and are generally active against Gram-positive bacteria.  This inhibits transglycosylation leading to cell death due to osmotic stress."}, "35997": {"category_aro_name": "antibiotic target alteration", "category_aro_cvterm_id": "35997", "category_aro_accession": "0001001", "category_aro_class_name": "Resistance Mechanism", "category_aro_description": "Mutational alteration or enzymatic modification of antibiotic target which results in antibiotic resistance."}, "35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}}, "ARO_name": "vanR gene in vanP cluster", "model_type": "protein homolog model", "model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "CARD_short_name": "vanR_in_vanP_cl", "ARO_id": "45930", "model_type_id": "40292"}, "5806": {"model_id": "5806", "ARO_accession": "3007190", "model_param": {"blastp_bit_score": {"param_value": "200", "param_type_id": "40725", "param_type": "BLASTP bit-score", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "ARO_description": "vanX variant in the vanP cluster.", "model_sequences": {"sequence": {"8487": {"dna_sequence": {"partial": "0", "sequence": "ATGAAATCAGAATTTGTTTATTTGGATGAAGTAATACCGGGAGTAAGATGGGATGCAAAATATGCTACTTGGGATAATTTTATGGGAATGCCTGTTAATGGTTATCAGGTCAATCGTGTTGTAGGTACAGTTGAGATGGCAGATGCCTTAAAGGAGGTCAGTAAGCTTGCAAAGGAAAAGGGCGTTGGTTTACTTTTGTGGGATGGATACCGTCCTGTCCGTGCGGTTTCCCACTTTATGGAATGGGTAAAAAAGAGTAAAGATGAAAGCCGTAAGGCGAAGCATTATCCACATATTGATAAAAAGACGATGATAGAGGAAGGCTACATTGCAGAGTATTCCGGTCACAGCAGGGGAAGTACGATTGATTTGACACTGTATGATTTGGAAAGCAAAAAGCTTCTGGACATGGGTGGGGATTTTGATTTGATGGACGAAATCTCCCACTATGCGGCAGAGGGGATTACCAAGGAAGAGAAGGAGAATCGTAAATTACTTCGGGATTTGATGGTCAAATGCGGATTTGTTCCATATGAAAATGAATGGTGGCATTATTCGTTAAAAGACGAGCCATATCCGGATACATATTTTGACTTTGTCATTGAATAG", "fmax": "16763", "accession": "JAINTN010000010.1", "fmin": "16154", "strand": "-"}, "NCBI_taxonomy": {"NCBI_taxonomy_name": "Enterococcus faecium", "NCBI_taxonomy_id": "1352", "NCBI_taxonomy_cvterm_id": "36779"}, "protein_sequence": {"accession": "MBY8651252.1", "sequence": "MKSEFVYLDEVIPGVRWDAKYATWDNFMGMPVNGYQVNRVVGTVEMADALKEVSKLAKEKGVGLLLWDGYRPVRAVSHFMEWVKKSKDESRKAKHYPHIDKKTMIEEGYIAEYSGHSRGSTIDLTLYDLESKKLLDMGGDFDLMDEISHYAAEGITKEEKENRKLLRDLMVKCGFVPYENEWWHYSLKDEPYPDTYFDFVIE"}}}}, "model_name": "vanX gene in vanP cluster", "ARO_category": {"36373": {"category_aro_name": "glycopeptide resistance gene cluster", "category_aro_cvterm_id": "36373", "category_aro_accession": "3000234", "category_aro_class_name": "AMR Gene Family", "category_aro_description": "Genes that when expressed confer resistance to vancomycin and teicoplanin type antibiotics."}, "35948": {"category_aro_name": "teicoplanin", "category_aro_cvterm_id": "35948", "category_aro_accession": "0000029", "category_aro_class_name": "Antibiotic", "category_aro_description": "Teicoplanin is a glycopeptide antibiotic used in the prophylaxis and treatment of serious infections caused by Gram-positive bacteria. Teicoplanin has a unique acyl-aliphatic chain, and binds to cell wall precursors to inhibit transglycosylation  and transpeptidation."}, "35997": {"category_aro_name": "antibiotic target alteration", "category_aro_cvterm_id": "35997", "category_aro_accession": "0001001", "category_aro_class_name": "Resistance Mechanism", "category_aro_description": "Mutational alteration or enzymatic modification of antibiotic target which results in antibiotic resistance."}, "36020": {"category_aro_name": "vanX", "category_aro_cvterm_id": "36020", "category_aro_accession": "3000011", "category_aro_class_name": "AMR Gene Family", "category_aro_description": "VanX is a D,D-dipeptidase that cleaves D-Ala-D-Ala but not D-Ala-D-Lac, ensuring that the latter dipeptide that has reduced binding affinity with vancomycin is used to synthesize peptidoglycan substrate."}, "35947": {"category_aro_name": "vancomycin", "category_aro_cvterm_id": "35947", "category_aro_accession": "0000028", "category_aro_class_name": "Antibiotic", "category_aro_description": "Vancomycin is a glycopeptide antibiotic used in the prophylaxis and treatment of infections caused by Gram-positive bacteria. Vancomycin inhibits the synthesis of peptidoglycan, the major component of the cell wall of gram-positive bacteria. Its mechanism of action is unusual in that it acts by binding precursors of peptidoglycan, rather than by interacting with an enzyme."}, "36220": {"category_aro_name": "glycopeptide antibiotic", "category_aro_cvterm_id": "36220", "category_aro_accession": "3000081", "category_aro_class_name": "Drug Class", "category_aro_description": "Glycopeptide antibiotics are natural products produced non-ribosomally by Actinomycetales bacteria. With the exception of bleomycins, they act by binding the terminal D-Ala-D-Ala in peptidoglycan precursors of the growing bacterial cell wall and are generally active against Gram-positive bacteria.  This inhibits transglycosylation leading to cell death due to osmotic stress."}}, "ARO_name": "vanX gene in vanP cluster", "model_type": "protein homolog model", "model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "CARD_short_name": "vanX_in_vanP_cl", "ARO_id": "45929", "model_type_id": "40292"}, "5799": {"model_id": "5799", "ARO_accession": "3007180", "model_param": {"blastp_bit_score": {"param_value": "400", "param_type_id": "40725", "param_type": "BLASTP bit-score", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "ARO_description": "MAB is a broad-spectrum class A beta-lactamase produced by Mycobacterium abscessus that has been shown to hydrolyze a large number of beta-lactam antibiotics.", "model_sequences": {"sequence": {"8480": {"dna_sequence": {"partial": "0", "sequence": "ATGATCTCTCGTCGCGCACTTCTTGTCGGTGGGGTATCGGCGGTCGGTGTGGTGGCTGCCGGTTGTTCGCGCAACGGCAACCGTCGGCCCGCGCCGGACGAACTCGCCTCGCTGGAAAAGGATTTCGGCGGCCGCATCGGTGTCTACGCGTTGGACACCGGGTCGGGTGACACGGTCGGCCACCGCGCCGATGAACGCTTTCTGATGTGCTCGACGGTCAAGACCTTCATCGTCTCGGCCATCCTGCGCCGGAGACTGAGCGAACCGGGCCTGTTGGACCAGCGAATTCAGTACACGCAATCCGACGTTCTGGAATGGGCGCCGATCACCTCGCAACACGTGTCCACCGGAATGACCGTCTCGGAACTGTGTGATGCGACGCTCCGCTATAGCGACAACACCGGTGCCAACCTGCTGATCACCCAACTCGGCGGCCCGAAGGAGACAGAGAAGTTCGTCCGAAGCCTGGGCGACAACGTCACTCGCATGGACCGCACGGAGGTACAGCTGAACATCCCCGACGGCGATCTGGATACCTCGACCCCGCAGCAGCTGGTGGCCAATCTGCGCCGACTGGTCCTCGACGAAGGGCTGGATTCACGGGGACGGGATCTGCTGACCGATTGGTTGAAGCGAAATACCACCGGCGACCAGTCCATTCGGGCAGCAGTTCCCGCCGGGTGGACGGTCGCAGACAAGACCGGCGGCGGCTTCAAGGGTGAAACCAACGACATCGCGGTGATCTGGCCCCCGGGCCGTGCACCCATCGTGATGGCGGTACTCACCGTCCCGGAGGACCCCACATCCACCAAAGGTAAGCCGACGATTGCCGCGGCCACCCGAATCGTGCTGCGGGCCTTCGGCGCTTGA", "fmax": "1118", "accession": "KT159981.2", "fmin": "248", "strand": "+"}, "NCBI_taxonomy": {"NCBI_taxonomy_name": "Mycobacteroides abscessus", "NCBI_taxonomy_id": "36809", "NCBI_taxonomy_cvterm_id": "36888"}, "protein_sequence": {"accession": "ALP44181.1", "sequence": "MISRRALLVGGVSAVGVVAAGCSRNGNRRPAPDELASLEKDFGGRIGVYALDTGSGDTVGHRADERFLMCSTVKTFIVSAILRRRLSEPGLLDQRIQYTQSDVLEWAPITSQHVSTGMTVSELCDATLRYSDNTGANLLITQLGGPKETEKFVRSLGDNVTRMDRTEVQLNIPDGDLDTSTPQQLVANLRRLVLDEGLDSRGRDLLTDWLKRNTTGDQSIRAAVPAGWTVADKTGGGFKGETNDIAVIWPPGRAPIVMAVLTVPEDPTSTKGKPTIAAATRIVLRAFGA"}}}}, "model_name": "MAB", "ARO_category": {"36017": {"category_aro_name": "penam", "category_aro_cvterm_id": "36017", "category_aro_accession": "3000008", "category_aro_class_name": "Drug Class", "category_aro_description": "Penams are a group of antibiotics derived from Penicillium fungi that share a skeleton beta-lactam moiety fused with a thiazolidine ring. This is the most defining feature of penicillins. Penicillin antibiotics are historically significant because they are the first drugs that were effective against many previously serious diseases such as syphilis and Staphylococcus infections. Penicillins are still widely used today, though many types of bacteria are now resistant. All penicillins are beta-lactam antibiotics in the penam sub-group, and are used in the treatment of bacterial infections caused by susceptible, usually Gram-positive, organisms."}, "36000": {"category_aro_name": "antibiotic inactivation", "category_aro_cvterm_id": "36000", "category_aro_accession": "0001004", "category_aro_class_name": "Resistance Mechanism", "category_aro_description": "Enzymatic inactivation of antibiotic to confer drug resistance."}, "40360": {"category_aro_name": "penem", "category_aro_cvterm_id": "40360", "category_aro_accession": "3003706", "category_aro_class_name": "Drug Class", "category_aro_description": "Penems are a class of unsaturated beta-lactam antibiotics with a broad spectrum of antibacterial activity and have a structure which renders them highly resistant to beta-lactamases. All penems are all synthetically made and act by inhibiting the synthesis of the peptidoglycan layer of bacterial cell walls. They are structurally similar to carbapenems, however, where carbapenems have a carbon, penems have a sulfur."}, "35977": {"category_aro_name": "ceftazidime", "category_aro_cvterm_id": "35977", "category_aro_accession": "0000060", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ceftazidime is a third-generation cephalosporin antibiotic. Like other third-generation cephalosporins, it has broad spectrum activity against Gram-positive and Gram-negative bacteria. Unlike most third-generation agents, it is active against Pseudomonas aeruginosa, however it has weaker activity against Gram-positive microorganisms and is not used for such infections."}, "45918": {"category_aro_name": "class A Mycobacterium abscessus beta-lactamase", "category_aro_cvterm_id": "45918", "category_aro_accession": "3007179", "category_aro_class_name": "AMR Gene Family", "category_aro_description": "Class A beta-lactamse from M. abscessus."}, "35951": {"category_aro_name": "cephalosporin", "category_aro_cvterm_id": "35951", "category_aro_accession": "0000032", "category_aro_class_name": "Drug Class", "category_aro_description": "Cephalosporins are a class of beta-lactam antibiotics, containing the beta-lactam ring fused with a dihydrothiazolidine ring. Together with cephamycins they belong to a sub-group called cephems. Cephalosporin are bactericidal, and act by inhibiting the synthesis of the peptidoglycan layer of bacterial cell walls. The peptidoglycan layer is important for cell wall structural integrity, especially in Gram-positive organisms."}, "37084": {"category_aro_name": "cefalotin", "category_aro_cvterm_id": "37084", "category_aro_accession": "3000704", "category_aro_class_name": "Antibiotic", "category_aro_description": "Cefalotin is a semisynthetic cephalosporin antibiotic activate against staphylococci. It is resistant to staphylococci beta-lactamases but hydrolyzed by enterobacterial beta-lactamases."}, "40523": {"category_aro_name": "ticarcillin", "category_aro_cvterm_id": "40523", "category_aro_accession": "3003832", "category_aro_class_name": "Antibiotic", "category_aro_description": "Ticarcillin is a carboxypenicillin used for the treatment of Gram-negative bacteria, particularly P. aeruginosa. Ticarcillin's antibiotic properties arise from its ability to prevent cross-linking of peptidoglycan during cell wall synthesis, when the bacteria try to divide, causing cell death."}, "35980": {"category_aro_name": "cefuroxime", "category_aro_cvterm_id": "35980", "category_aro_accession": "0000063", "category_aro_class_name": "Antibiotic", "category_aro_description": "Cefuroxime is a second-generation cephalosporin antibiotic with increased stability with beta-lactamases than first-generation cephalosporins. Cefuroxime is active against Gram-positive organisms but less active against methicillin-resistant strains."}, "35981": {"category_aro_name": "amoxicillin", "category_aro_cvterm_id": "35981", "category_aro_accession": "0000064", "category_aro_class_name": "Antibiotic", "category_aro_description": "Amoxicillin is a moderate-spectrum, bacteriolytic, beta-lactam antibiotic used to treat bacterial infections caused by susceptible microorganisms. A derivative of penicillin, it has a wider range of treatment but remains relatively ineffective against Gram-negative bacteria. It is commonly taken with clavulanic acid, a beta-lactamase inhibitor. Like other beta-lactams, amoxicillin interferes with the synthesis of peptidoglycan."}}, "ARO_name": "MAB", "model_type": "protein homolog model", "model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "CARD_short_name": "MAB", "ARO_id": "45919", "model_type_id": "40292"}, "5798": {"model_id": "5798", "ARO_accession": "3007137", "model_param": {"blastp_bit_score": {"param_value": "1000", "param_type_id": "40725", "param_type": "BLASTP bit-score", "param_description": "The BLASTP bit-score is a numerical value that describes the overall quality of an alignment. Higher numbers correspond to higher similarity. The bit-score (S) is determined by the following formula: S = (\u03bb \u00d7 S \u2212 lnK)/ ln2 where \u03bb is the Gumble distribution constant, S is the raw alignment score, and K is a constant associated with the scoring matrix. This parameter is used by AMR detection models that use a protein reference sequence, e.g. the protein homolog model. The BLASTP bit-score parameter is a curated value determined from BLASTP analysis of the canonical reference sequence of a specific AMR-associated protein against the database of CARD reference sequence. This value establishes a threshold for computational prediction of RGI Strict match (above bit-score cut-off) or Loose match (below bit-score cut-off)."}}, "ARO_description": "An MCR-10-type colistin resistance gene variant.", "model_sequences": {"sequence": {"8479": {"dna_sequence": {"partial": "0", "sequence": "ATGCCCGTACTTTTCAGGATGAGGGTAATCCCCTTGGTTTTACTTCTGGCACTCGTTTTTGCATTCTTACTTAACTGGCCGGTGTTGCTGCATTTCTACGATATCCTGAGCCGTCTTGAACATGTGAGGGCGGGGTTCGTCATCTCCATTCCGTTTGTGCTGGTTGCAGCGCTTAACTTTGTGTTTATGCCCTTCTCGGTTCGCTACCTGCTCAAACCCTTCTTTGCCCTGTTGCTGGTCACCGGTTCGGTGGTGAGTTACGCCACACTGAAATATAAAGTGATGTTTGATCAGTCCATGATCGAAAATATACTGGAAACAAACCCACAGGAAGCGCATGCCTACCTGAATGGCTCACTGGTGCTGTGGCTGGTCTTCATGGGCATTCTTCCGGCTATCCTGTTGTTTTTGATTAAAATTGAATATGCAGACAAATGGTACAAAGGGGTTGCCCACCGGCTGCTTTCCATGCTCGCTTCGCTGATCCTGATTGCAGGTGTTGCCGCTCTGTATTACCAGGATTATGCTTCTGTCGGGCGCAATAACCCGACGCTGAACAAAGAAATTATCCCGGCAAACTATGCGTACAGCACTTTCCATTACGTGAAGGATACCTATTTTACGACGAAAATGCCTTTCCGGACGCTGGGGGATGATGCAAGGCGCGTTACCCGGAATGGTAAACCCACGCTGATGTTCCTGGTAATTGGCGAAACGGCACGGAGCCAGAATTTCTCCATGAACGGCTACCCGCGTGACACAAATGCCTTTACCAGCAAAATCGATGGCGTTATTTCGTTCAGGAATATGCGTTCCTGTGGCACGGCGACCGCAGTCTCGGTGCCCTGTATGTTCTCGGATATGAACCGGACGGATTACGATGGTAAAAAGGCTGCCGGCAGTGAAAATGTCCTCGACATCGTGCAGAAAACGGGGGTTTCGCTGTTGTGGAAAGAAAACGATGGCGGGTGTAAAGGCGTATGCAGCCGTATCCCGACTGTCGAAATTAATCCCGGTATCAGTAAAAAACTGTGTGACGGTAAAACCTGCTATGACGATGTTATGCTGGAAAACCTGGATACCGAAATCGGCAAAATGGCCGGAGACAAGCTGATCGCCTTCCATATGATTGGCAGCCATGGACCGACCTATTACCAGCGTTATCCGGCAGAGCATCGTCACTTCATGCCGGAATGTGCGCGCAGCGATATCGAAAACTGCACGCAGGAACAGCTGGTTAATACCTACGACAATACCATTCGCCACACCGACTATGTGTTAGCGCAGATGATTGAAAAGCTTAAGCAATACAGCGAACAGTACAACACCGTACTGCTGTATGTGTCCGATCACGGCGAATCTCTGGGAGAGAGCGGACTGTATCTGCACGGTACCCCCTACAAACTGGCACCGGATCAGCAGACGCACATCCCGATGCAGCTCTGGATGTCGCCAGGCTTCATTGCTGCTAAAAATATTAACGCCGCGTGTCTGCAGCATAATGCCGTTAACAGGACATATTCCCACGATAACCTTTTCGCGTCCGTACTGGGGCTCTGGGACATCACCACCGGGGCCTATCTTCCGGAAAGCGACCTGTTCCGCGAATGTCGTGGATAG", "fmax": "1620", "accession": "MN179494.1", "fmin": "0", "strand": "+"}, "NCBI_taxonomy": {"NCBI_taxonomy_name": "Enterobacter roggenkampii", "NCBI_taxonomy_id": "1812935", "NCBI_taxonomy_cvterm_id": "43769"}, "protein_sequence": {"accession": "QDO66747.1", "sequence": "MPVLFRMRVIPLVLLLALVFAFLLNWPVLLHFYDILSRLEHVRAGFVISIPFVLVAALNFVFMPFSVRYLLKPFFALLLVTGSVVSYATLKYKVMFDQSMIENILETNPQEAHAYLNGSLVLWLVFMGILPAILLFLIKIEYADKWYKGVAHRLLSMLASLILIAGVAALYYQDYASVGRNNPTLNKEIIPANYAYSTFHYVKDTYFTTKMPFRTLGDDARRVTRNGKPTLMFLVIGETARSQNFSMNGYPRDTNAFTSKIDGVISFRNMRSCGTATAVSVPCMFSDMNRTDYDGKKAAGSENVLDIVQKTGVSLLWKENDGGCKGVCSRIPTVEINPGISKKLCDGKTCYDDVMLENLDTEIGKMAGDKLIAFHMIGSHGPTYYQRYPAEHRHFMPECARSDIENCTQEQLVNTYDNTIRHTDYVLAQMIEKLKQYSEQYNTVLLYVSDHGESLGESGLYLHGTPYKLAPDQQTHIPMQLWMSPGFIAAKNINAACLQHNAVNRTYSHDNLFASVLGLWDITTGAYLPESDLFRECRG"}}}}, "model_name": "mcr-10.1", "ARO_category": {"36192": {"category_aro_name": "peptide antibiotic", "category_aro_cvterm_id": "36192", "category_aro_accession": "3000053", "category_aro_class_name": "Drug Class", "category_aro_description": "Peptide antibiotics have a wide range of antibacterial mechanisms, depending on the amino acids that make up the antibiotic, although most act to disrupt the cell membrane in some manner. Subclasses of peptide antibiotics can include additional sidechains of other types, such as lipids in the case of the lipopeptide antibiotics."}, "41432": {"category_aro_name": "MCR phosphoethanolamine transferase", "category_aro_cvterm_id": "41432", "category_aro_accession": "3004268", "category_aro_class_name": "AMR Gene Family", "category_aro_description": "A group of mobile colistin resistance genes encode the MCR family of phosphoethanolamine transferases, which catalyze the addition of phosphoethanolamine onto lipid A, thus interfering with the binding of colistin to the cell membrane."}, "35997": {"category_aro_name": "antibiotic target alteration", "category_aro_cvterm_id": "35997", "category_aro_accession": "0001001", "category_aro_class_name": "Resistance Mechanism", "category_aro_description": "Mutational alteration or enzymatic modification of antibiotic target which results in antibiotic resistance."}, "36968": {"category_aro_name": "colistin B", "category_aro_cvterm_id": "36968", "category_aro_accession": "3000624", "category_aro_class_name": "Antibiotic", "category_aro_description": "Colistin B, or polymyxin E2, has a 6-heptanoic acid lipid tail. Polymyxins disrupt the cell membrane of Gram-negative bacteria."}, "36966": {"category_aro_name": "colistin A", "category_aro_cvterm_id": "36966", "category_aro_accession": "3000622", "category_aro_class_name": "Antibiotic", "category_aro_description": "Colistin A, or polymyxin E1, has a 6-octanoic acid lipid tail. Polymyxins disrupt the cell membrane of Gram-negative bacteria."}}, "ARO_name": "mcr-10.1", "model_type": "protein homolog model", "model_description": "Protein Homolog Models (PHM) detect protein sequences based on their similarity to a curated reference sequence, using curated BLASTP bitscore cut-offs. Protein Homolog Models apply to all genes that confer resistance through their presence in an organism, such as the presence of a beta-lactamase gene on a plasmid. PHMs include a reference sequence and a bitscore cut-off for detection using BLASTP. A Perfect RGI match is 100% identical to the reference protein sequence along its entire length, a Strict RGI match is not identical but the bit-score of the matched sequence is greater than the curated BLASTP bit-score cutoff, Loose RGI matches have a bit-score less than the curated BLASTP bit-score cut-off.", "CARD_short_name": "mcr-10.1", "ARO_id": "45718", "model_type_id": "40292"}}}